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analytics-handbook

Getting started with soccer analytics

build-ml-pipeline-for-short-term-rental-prices

Project code for cd0581 refresh taught by Giacomo Vianello

carla-rl

Reinforcement Learning codebase for self-driving car in Carla

chatbot-transformer

Building a Chatbot in PyTorch using Transformers

code_snippets

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deeppid

Codebase for the paper "adaptive deep reinforcement learning approach for MIMO PID control of mobile robots"

drift_monitoring_uci

dsnd_term2

Contains files related to content and project of DSND Term 2

flexlm-license-status

❓ keep track of who has which FlexLM licenses checked out

flexnet

Python package for querying FlexNet license servers

football

Check out the new game server:

genre_classification

Udacity MLOps exercise repo

go-bot-drl

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

gym-donkeycar

OpenAI gym environment for donkeycar simulator

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hsma3

Repository for training materials for the HSMA3 / Pilot PSMA Programme

kaggle-gfootball

laurieontracking

Laurie's code for Metrica tracking data.

matplotsoccer

Package to visualize soccer data

mixingrl

Reinforcement Learning Implementation of Controlling a Continuous Mixing Process Using Stable Baselines3

mixingrl_rayrllib

Implementation of MixingRL environment with Ray RLlib

monitor-utils

Monitoring scripts for Zabbix / Nagios

mplsoccer

Football pitch plotting library for matplotlib

nlp-gym

NLPGym - A toolkit to develop RL agents to solve NLP tasks.

olga-license-checker

Utility to check OLGA (or other FlexNet) license availability

onepetro_scrapping

Web scrapping for papers on OnePetro website

open-data

Free football data from StatsBomb

ppg_dalia_heartrate_estimation

Project to determine heart-rate from PPG measurements using the PPG-DaLiA dataset (https://archive.ics.uci.edu/ml/datasets/PPG-DaLiA)

project_abed