jasonwtli Goto Github PK

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

market_simulator

Market simulator

mbsp

Memory-based shallow parser for Python

metagpt

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

mlops-dev

mlops-on-gcp

multi-horizon-forecasting-for-limit-order-books

my-demos-wsl2

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

openedgar

OpenEDGAR (openedgar.io)

optuna

A hyperparameter optimization framework

panda-gym

Set of robotic environments based on PyBullet physics engine and gymnasium.

parsr

Transforms PDF, Documents and Images into Enriched Structured Data

reincarnating_rl

[NeurIPS 2022] Open source code for reusing prior computational work in RL.

river

🌊 Online machine learning in Python

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

serving

A flexible, high-performance serving system for machine learning models

shap

A game theoretic approach to explain the output of any machine learning model.

software-dev-for-mlops-101

Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stable_diffusion_demo

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

stochastic-optimization

Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.

stock-embeddings

Code relating to the paper - Stock Embeddings: Learning Distributed Representations for Financial Assets

tfx

TFX is an end-to-end platform for deploying production ML pipelines

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.