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deltaflow

A GPU-accelerated differentiable fluid simulator written in JAX.

differential-privacy

Note on differential privacy

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

drawio-modeling

Modelica-based modeling framework based on drawio

federated

A framework for implementing federated learning

federated-xgboost

Federated gradient boosted decision tree learning

fmtl

Federated Multi-Task Learning

gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

gpt_demo

a smaller demo for gpt3.5 quering

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

graphcast

gridworldenvs

Some GridWorld environments for OpenAI Gym

gym

A toolkit for developing and comparing reinforcement learning algorithms.

improvedgan-pytorch

Semi-supervised GAN in "Improved Techniques for Training GANs"

jax-cfd

Computational Fluid Dynamics in JAX

jax-learn

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

neural_flow_maps_code

openmodelica

OpenModelica is an open-source Modelica-based modeling and simulation environment intended for industrial and academic usage.

pysyft

pythonocc-core

Python package for 3D CAD/BIM/PLM/CAM

pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

reinforcement-learning

scikit-learn

scikit-learn: machine learning in Python

secureaggregation

An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.

smalltest

Some small discover-oriented test

tenseal

A library for doing homomorphic encryption operations on tensors

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

tree

tree is a library for working with nested data structures