ptear

openai-cookbook

Examples and guides for using the OpenAI API

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

ggml

Tensor library for machine learning

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

thefuzz

Fuzzy String Matching in Python

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

stm

An R Package for the Structural Topic Model

exercises_thushv_dot_com

Here lies all the exercises I implement and share in my website

character-bert

Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"

Lbl2Vec

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

DETM

learning-stm

Learning structural topic modeling using the stm R package.

stminsights

A Shiny Application for Inspecting Structural Topic Models

BERTopic_evaluation

Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*

zeugma

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

PPO-RND

Random network distillation on Montezuma's Revenge and Super Mario Bros.

PyTorchAVITM

PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)

POLITICS

Code, data, and models for "POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection"

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

politics-and-virality-twitter

Data and code accompanying the paper "Politics and Virality in the Time of Twitter"

MotivationModels

Pytorch based library containing reinforcement learning agents with forward models and intrinsic motivation modules

stmgui

:exclamation: This is a read-only mirror of the CRAN R package repository. stmgui — Shiny Application for Creating STM Models

pytorch_ppo_atari

Implementation of Proximal Policy Optimization in Pytorch, supporting parallel experience collection and data-parallel training.

BERT_label_embedding

Code for BERT with Label Embeddings (Findings of EMNLP 2020)