Kathryn-cat

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

composer

Supercharge Your Model Training

alpa

Training and serving large-scale neural networks with auto parallelization.

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

ffi-navigator

nvim-lint

An asynchronous linter plugin for Neovim complementary to the built-in Language Server Protocol support.

fonts

Patched fonts for Powerline users.

onehalf

Clean, vibrant and pleasing color schemes for Vim, Sublime Text, iTerm, gnome-terminal and more.

miniforge

A conda-forge distribution.

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

netron

Visualizer for neural network, deep learning and machine learning models

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)

avicenna

a minimal academic page for Hugo

ScalableML

Demo codes for scalable Machine Learning

state-marginal-matching

Efficient Exploration via State Marginal Matching (2019)

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

mjrl

Reinforcement learning algorithms for MuJoCo tasks

quantinternships2022

awesome-ai-residency

List of AI Residency Programs

google-research

Google Research

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

faiss

A library for efficient similarity search and clustering of dense vectors.

PWL

Natural language understanding by probabilistic abduction of a symbolic theory from sentences and logical forms.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.