garage | A toolkit for reproducible reinforcement learning research | Machine Learning library

 by   rlworkgroup Python Version: 2021.3.0 License: MIT

kandi X-RAY | garage Summary

kandi X-RAY | garage Summary

garage is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. garage has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install garage' or download it from GitHub, PyPI.

garage is a toolkit for developing and evaluating reinforcement learning algorithms, and an accompanying library of state-of-the-art implementations built using that toolkit.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              garage has a medium active ecosystem.
              It has 1697 star(s) with 292 fork(s). There are 56 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 198 open issues and 810 have been closed. On average issues are closed in 67 days. There are 34 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of garage is 2021.3.0

            kandi-Quality Quality

              garage has 0 bugs and 0 code smells.

            kandi-Security Security

              garage has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              garage code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              garage is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              garage releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              garage saves you 20329 person hours of effort in developing the same functionality from scratch.
              It has 40021 lines of code, 2486 functions and 547 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed garage and discovered the below as its top functions. This is intended to give you an instant insight into garage implemented functionality, and help decide if they suit your requirements.
            • Builds a Half Checheetah model .
            • Creates a ML1 environment for the given context .
            • Creates a Metawatch .
            • Creates a simple meta - world model .
            • Create point envs .
            • Evaluate metaw .
            • Evaluate TP10 .
            • Top - level T1 T1 .
            • Evaluate the model .
            • Initialize target policy .
            Get all kandi verified functions for this library.

            garage Key Features

            No Key Features are available at this moment for garage.

            garage Examples and Code Snippets

            BDD practices,Formulation,Long-Term Garage Parking
            C#dot img1Lines of Code : 27dot img1no licencesLicense : No License
            copy iconCopy
            @fast
            Feature: Long-Term Garage Parking feature
              The parking lot calculator can calculate costs for Long-Term Garage parking.
            
            Scenario Outline: Calculate LongTermGarage Parking Cost
            	Given parking lot is LongTermGarage
            	And parking duration is 
            	Wh  
            NodeMCU (ESP8266) Raspberry Pi - Garage Door Control,ESPHome
            CSSdot img2Lines of Code : 17dot img2License : Permissive (MIT)
            copy iconCopy
            mqtt:
              broker: {{Broker IP}}
              discovery: True
              username: "your mqtt username"
              password: "your mqtt password"
              topic_prefix: "garage"
              on_message:
                topic: "garageDoor/trigger"
                then:
                  - switch.turn_on: garageDoorTemplate
            
            client.publ  
            esp-garage-opener,Configuring
            C++dot img3Lines of Code : 14dot img3no licencesLicense : No License
            copy iconCopy
            cover:
              - platform: mqtt
                name: Garage Door
                friendly_name: Garage
                state_topic: "garage/door"
                command_topic: "garage/button"
                payload_open: "OPEN"
                payload_close: "OPEN"
                payload_stop: "OPEN"
                state_open: "OPENED"
                state  
            python text based game unresolved reference error message
            Pythondot img4Lines of Code : 107dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            def instructions():
                print('***************************************************************')
                print('Welcome to: Friday the 13th Text Based Game')
                print('Move Between Rooms, Collect all 6 items')
                print('Once you have all 6 i
            Pandas remove brackets and comas from all of the cells in data frame
            Pythondot img5Lines of Code : 9dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            out = df.explode(df.columns.tolist()).reindex(['Reviewer_name','Review_date','Review_overall_rating','Review_title','Review_content'], axis=1)
            
                Reviewer_name                                        Review_date  R
            How to loop through complex JSON in Python 3.x
            Pythondot img6Lines of Code : 9dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            data = ...
            
            for device in data[0]["devices"]:
                indoor_temp = device["thermostat"]["indoorTemperature"]
                heat_set_point = device["changeableValues"]["heatSetpoint"]["value"]
                print("Device ID: {}".format(device["deviceID"]))
                pr
            Trying to remove duplicates from a pandas dataFrame
            Pythondot img7Lines of Code : 2dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            df.drop_duplicates()
            
            How to output my main() function as a CSV file
            Pythondot img8Lines of Code : 8dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            def main()
                ...
                return df
            
            if __name__ == '__main__':
                df = main()
                df.to_csv(f'{today}HPD.csv', index=False)
            
            Compare integer values of two different class objects
            Pythondot img9Lines of Code : 20dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            @dataclass(eq=True, order=True)
            class House:
               Address: str
               Bedrooms: int
               Bathrooms: int
               Garage: bool
               Price: float
               # your code...
            
            @dataclass(order=True)
            class House:
               Address: str
               Bedrooms: int
            How to find information in json file what i need and print those file names?
            Pythondot img10Lines of Code : 15dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import glob
            import json
            
            file_dir = 'wkdir1/' #file location
            files = glob.glob(file_dir+'*.json')
            key = 'Bedroom'
            files_with_key = []
            for fl in files:
                f = open(fl)
                json_data = json.load(f)
                if key == json_data['room']['label']:
            

            Community Discussions

            QUESTION

            Display product excerpt in WooCommerce order details table and sort order items based on that
            Asked 2022-Mar-13 at 11:45

            Currently I'm using Woocommerce Short_Description in Details Order answer code to show the product excerpt on WooCommerce checkout page:

            ...

            ANSWER

            Answered 2022-Mar-13 at 11:45

            To display the short product description you can use:

            Source https://stackoverflow.com/questions/71454303

            QUESTION

            Jetpack Compose - how to center text in ClickableText
            Asked 2022-Jan-26 at 10:17

            In Jetpack Compose, when using Text, we can center text using TextAlign:

            ...

            ANSWER

            Answered 2022-Jan-26 at 10:17

            You can define the textAlign in the style parameter:

            Source https://stackoverflow.com/questions/70861167

            QUESTION

            count, print out and delete rows that do not contain a digit
            Asked 2022-Jan-15 at 18:39

            Please see the following minimal reproducible example.

            ...

            ANSWER

            Answered 2022-Jan-15 at 18:38

            QUESTION

            How to prevent babel/cli not accessible error when deploying to Google Cloud?
            Asked 2022-Jan-11 at 15:37

            I have a Node.js Google cloud function which I now try to modularize into two js modules. It works fine locally on my machine but when trying to deploy to Google I get the following error:

            ERROR: (gcloud.functions.deploy) OperationError: code=3, message=Build failed: npm ERR! @babel/cli not accessible from data-model

            My main-function is using my data-model module via the following entry in package.json:

            ...

            ANSWER

            Answered 2022-Jan-11 at 15:37

            I finally managed to solve this, got a bit side-tracked by the babel/cli error message that CloudFunction threw.

            The issue was that my data-model module was in another directory:
            "data-model": "file:../../data-model",

            I put it inside the main-function instead:
            "data-model": "file:data-model", and it works just fine to deploy to cloud functions.

            Why it is so I have no clue but it is kind of documented in the Google Cloud Docs too:

            The code for this local module should be stored somewhere other than the node_modules folder within your function's root directory.

            Source https://stackoverflow.com/questions/70592705

            QUESTION

            I cant get lastInsertId on laravel 7 project
            Asked 2021-Dec-13 at 13:05
            $sql = DB::table('laravel_products')
                ->insert(array(
                    'name' => $name,
                    'price' => $price,
                    'qty' => $qty,
                    'description' => $description,
                    'uruu' => $uruu,
                    'garage' => $garage,
                    'duureg' => $duureg,
                    'tagt' => $tagt,
                    'talbai' => $talbai,
                    'haalga' => $haalga,
                    'tsonh' => $tsonh,
                    'shal' => $shal,
                    'tsonhtoo' => $ttsonh,
                    'hdawhar' => $bdawhar,
                    'lizing' => $lizing,
                    'utas' => $utas,
                    'email' => $email,
                    'hereg' => $hereg,
                    'bairshil' => $bairshil,
                    'bairlal' => $bairlal,
                    'ashig' => $ashigon,
                    'zahi' => $zahi,
                    'image' => $data
                ));
            
            $lastInsertedID = $sql->lastInsertId();
            
            ...

            ANSWER

            Answered 2021-Dec-12 at 04:30

            If you want to get the last inserted ID like that you can call that method on the PDO instance directly:

            Source https://stackoverflow.com/questions/70320830

            QUESTION

            Sql constraint error references other column
            Asked 2021-Dec-07 at 18:47

            I don't know a lot of mysql and have an error in my sql script. Currently running mysql 8.0.24. Does anyone know what might be the problem?

            Error: https://prnt.sc/226xk5x

            Sql:

            ...

            ANSWER

            Answered 2021-Dec-07 at 18:43

            Your CHECK constraint does not reference the column. Or any column, actually. By using single-quotes, you're using a string literal, not a column name.

            Source https://stackoverflow.com/questions/70265390

            QUESTION

            How to initialize array of objects with user defined values and take input from user?
            Asked 2021-Dec-03 at 14:01
            #include 
            using namespace std;
            
            class car{
            
            string owner;
            string car_num;
            string issue_date;
            
            car(string o, string cn, string id)
            {
                owner = o;
                car_num  = cn;
                issue_date = id;
            }
            
            void getInfo()
            {
                cout << "Car's Owner's Name : " << owner << endl;
                cout << "Cars' Number : " << car_num << endl;
                cout << "Car's Issue Date : " << issue_date << endl;
            }
            
            };
            
            int main()
            {
                
                int n;
                cout << "Enter total number of cars stored in your garage : \n";
                cin >> n;
                car c1[n]; //incomplete code due to the issue
            
            
                return 0;
            }
            
            ...

            ANSWER

            Answered 2021-Dec-02 at 15:21

            Use pointer array instead.e.g.

            Source https://stackoverflow.com/questions/70201949

            QUESTION

            Remove items from list stored in DataFrame
            Asked 2021-Nov-13 at 05:04

            I have a DataFrame that contains some (text-) cleaned ads in one column and some very basic description of the same ads in one other column. I also have term frequencies stored in a dictionary in 'keyword':frequency format.

            Task would be to purge all terms from the list in the df that falls below a certain cutpoint level of frequency.

            ...

            ANSWER

            Answered 2021-Nov-12 at 20:53

            IIUC, try:

            1. use explode to split the list to individual rows
            2. groupby and transform to get the count of the keyword in the dataframe and keep only rows where the "count" is greater than the cutoff
            3. groupby and agg to get the original DataFrame structure.

            Source https://stackoverflow.com/questions/69948664

            QUESTION

            stringr package using str_detect - Search for one word and exclude word
            Asked 2021-Oct-29 at 21:32

            I have an example project and need to search for strings using the stringr package. In the example, to eliminate other case spellings I started with str_to_lower(example$remarks), which made the remarks all lower case. The remarks column describes residential properties.

            I need to search for the word "shop". However, the word "shopping" is also in the remarks column and I don't want that word.

            Some observations: a) Have only the word "shop"; b) Have only the word "shopping"; c) Have neither the words "shop" or "shopping"; d) Have BOTH the words "shop" & "shopping".

            When using str_detect(), I want it to give me a TRUE for detecting the word "shop", but I DO NOT want it to give me a TRUE for detecting the string "shop" within the word "shopping". Currently, if I run str_detect(example$remarks, "shop") I get a TRUE for both the words "shop" and "shopping". Effectively, I ONLY want a TRUE for the 4-character string "shop" and if the characters "shop" appear but have any other characters after it like shop(ping), I want the code to exclude detecting it and not identifying it as TRUE.

            Also, if the remarks contain BOTH the words "shop" and "shopping", I would like the result to be TRUE only for detecting "shop" but not "shopping".

            Ultimately, I'm hoping one line of code using str_detect() can give me the result of:

            1. If the remarks observation has only the word "shop" = TRUE
            2. If the remarks observation has only the word "shopping" = FALSE
            3. If the remarks observation has neither the words "shop" or "shopping" = FALSE
            4. If the remarks observation has both the words "shop" AND "shopping" = TRUE for detecting ONLY the 4-character string "shop" and it DOES not output a TRUE because of the word "shopping".

            I need all of the observations to remain in the dataset and cannot exclude them because I need to create a new column, which I have labeled shop_YN, that give a "Yes" for observations with only the 4-character string "shop". Once I have the correct str_detect() code, I plan to wrap the results in a mutate() and if_else() function as follows (except I don't know what to code to use inside str_detect() to get the results I need):

            shop_YN <- example %>% mutate(shop_YN = if_else(str_detect(example$remarks, ), "Yes", "No"))

            Here is a sample of the data using the dput():

            ...

            ANSWER

            Answered 2021-Oct-29 at 21:29

            You are probably looking for a word boundary here (\\b). Wrap the desired pattern between two word boundaries to match just the word, but not parts of longer words.

            Source https://stackoverflow.com/questions/69774886

            QUESTION

            Create a for loop to webscrape multiple pages from multiple URLs using beautifulsoup
            Asked 2021-Oct-26 at 06:22

            I am trying to scrape multiple pages from multiple URLS efficiently. I have been able to scrape multiple pages from one URL successfully, but unable to implement this for multiple URLs. Any and help would be greatly appreciated. Thank you.

            Current Loop Code:

            ...

            ANSWER

            Answered 2021-Oct-26 at 06:22

            You can combine for loops with Python's range() function.

            The range() function provides a sequence of integers based upon the function's arguments.

            Source https://stackoverflow.com/questions/69718112

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install garage

            You can install using 'pip install garage' or download it from GitHub, PyPI.
            You can use garage like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            Join the garage-announce mailing list for infrequent updates (<1/mo.) on the status of the project and new releases. Need some help? Want to ask garage is right for your project? Have a question which is not quite a bug and not quite a feature request?. Join the community Slack by filling out this Google Form.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            Install
          • PyPI

            pip install garage

          • CLONE
          • HTTPS

            https://github.com/rlworkgroup/garage.git

          • CLI

            gh repo clone rlworkgroup/garage

          • sshUrl

            git@github.com:rlworkgroup/garage.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link