Popular GitHub Repositories for Conditional Computation

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Image-to-image translation with conditional adversarial nets

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

Synthesizing and manipulating 2048x1024 images with conditional GANs

Gorgonia is a library that helps facilitate machine learning in Go.

Official PyTorch implementation of PTS/PSRN: Fast and efficient symbolic expression discovery through parallelized tree search. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

? ? ? ? GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

Hummingbird compiles trained ML models into tensor computation for faster inference.

Few-shot image translation method working on unstructured environments. ECCV 2022

Learning Chinese Character style with conditional GAN

Collection of generative models in Pytorch version.

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

A unified framework for privacy-preserving data analysis and machine learning

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Fast and Easy Infinite Neural Networks in Python

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Named Entity Recognition (LSTM + CRF) - Tensorflow

TorchCFM: a Conditional Flow Matching library