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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

coca-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

data-mining

Data Mining Algorithm in Java (hadoop)

facenet

Face recognition using Tensorflow

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

jokerjumper

lingvo

Lingvo

llama

Inference code for Llama models

llama3

The official Meta Llama 3 GitHub site

machine_learning_in_action_java

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

mahout

Mirror of Apache Mahout

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

nanogpt

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

nn

open_clip

An open source implementation of CLIP.

open_flamingo

An open-source framework for training large multimodal models.

paddlenlp

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

scikit-learn

scikit-learn: machine learning in Python

spark

Mirror of Apache Spark

squad

Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System

tensor2tensor

A library for generalized sequence to sequence models

tensorflow

Computation using data flow graphs for scalable machine learning

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

transformers

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

video_object_segmentation

U-Net Based Multi-instance Video Object Segmentation

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch