himarora

ant-design

An enterprise-class UI design language and React UI library

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

awesome-mlops

A curated list of references for MLOps

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

KeyBERT

Minimal keyword extraction with BERT

Grokking-the-Coding-Interview-Patterns-for-Coding-Questions

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

question_generation

Neural question generation using transformers

s3fs

S3 Filesystem

course-content-dl

NMA deep learning course

ProphetNet

A research project for natural language generation, containing the official implementations by MSRA NLC team.

ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

Info-HCVAE

[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs

GDWCT

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

SIFRank

The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"

xUnit

Learning a Spatial Activation Function for Efficient Image Restoration

Meta-set

Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22

fuzzup

A Fuzzy Matching Approach for Clustering Strings

mi-unsup-summ

Repository for the code associated with the paper: Unsupervised Extractive Summarization using Mutual Information

unsupervised_keyword_extraction

Unsupervised approach to keyword extraction

triton-ft-api

tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server