Stars
📚 Freely available programming books
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An opinionated list of awesome Python frameworks, libraries, software and resources.
Models and examples built with TensorFlow
A curated list of awesome Machine Learning frameworks, libraries and software.
Streamlit — A faster way to build and share data apps.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Python Implementation of Reinforcement Learning: An Introduction
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
A lightweight, object-oriented finite state machine implementation in Python with many extensions
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
A library of reinforcement learning components and agents
Tensorforce: a TensorFlow library for applied reinforcement learning
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
A curated list of awesome Dash (plotly) resources
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
A library for training and deploying machine learning models on Amazon SageMaker
A curated list of image inpainting and video inpainting papers and resources
Turn Python scripts into handouts with Markdown and figures
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
Distributed Deep learning with Keras & Spark
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros