1. Manim Stars: 25k
Manim is an animation engine for explanatory math videos. It is basically used to create precise animations programmatically and runs on Python 3.7. Manim uses Python to generate animations programmatically, which makes it possible to specify exactly how each one should run.
2. DeepFaceLab Stars: 19.4k
DeepFaceLab is an open-source deep fake system created by iperov for face swapping. It provides an imperative and easy-to-use pipeline for people to use with no comprehensive understanding of deep learning framework or with model implementation required.
3. Airflow Stars: 18k
Airflow is a platform to programmatically author, schedule and monitor workflows. The pipelines in Airflow allows for writing code that instantiates pipelines dynamically. To use this platform, you will need Python versions 2.7, 3.5 and more.
4. GPT-2 Stars: 13k
GPT-2 is a large transformer-based language model with 1.5 billion parameters, which is trained with a simple objective to predict the next word, given all of the previous words within some text.
5. Horovod Stars: 9.9k
The primary motivation for this project is to make it easy to take a single-GPU training script and successfully scale it to train across many GPUs in parallel.
6. ML-Agents Stars: 9.3k
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. The agents can be trained using reinforcement learning, imitation learning, neuroevolution or other machine learning methods through a simple-to-use Python API.
7. XSStrike Stars: 8.3k
XSStrike is a Cross-Site Scripting detection suite equipped with four hand written parsers. It is an intelligent payload generator, a powerful fuzzing engine as well as an incredibly fast crawler. The key features of XSStrike include multi-threaded crawling, configurable core, WAF detection, complete HTTP support and more.
8. NeuralTalk Stars: 5.1k
NeuralTalk is a Python and Numpy source code for learning Multimodal Recurrent Neural Networks that describe images with sentences. NeuralTalk2 is written in Torch and runs on the GPU. It also supports CNN finetuning, which helps a lot with performance.
9. Xonsh Stars: 3.8k
Xonsh is a Python-powered, cross-platform, Unix-gazing shell language and command prompt. It is a superset of Python 5.5+ with additional shell primitives from Bash and ‘Python. The language is meant for the daily use of experts & novices. It works on all major systems, including Linux, Mac OSX, and Windows.
10. Optuna Stars: 3k
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API. It allows for an automated search for optimal hyperparameters using Python conditionals, loops, and syntax. It can also parallelize hyperparameter searches over multiple threads or processes, without modifying code.
