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academic-budget-bert

Repository containing code for "How to Train BERT with an Academic Budget"

accelerate

A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

adaptnlp

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

adr-nlp

age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

albert-tf2.0

ALBERT model Pretraining and Fine Tuning using TF2.0

alibi

Algorithms for monitoring and explaining machine learning models

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

arabic-twitter-corpus-ajgt

introduces an Arabic Jordanian General Tweets (AJGT) Corpus consisted of 1,800 tweets annotated as positive and negative. Modern Standard Arabic (MSA) or Jordanian dialect.

ask_ai

asreview

Active learning for systematic reviews

asymmetrix

austen_plots

Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".

auto-evaluator

autoblack

GitHub Action that autoformats pull requests with psf/black

automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-data-labeling

A curated list of awesome data labeling tools

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

awesome-neuro-ai-papers

Papers from the intersection of deep learning and neuroscience

bamboolib

bamboolib - a GUI for pandas DataFrames

batchboost

batchboost: regularization for stabilizing training with resistance to underfitting & overfitting

bcre

bert-for-inference

A small repo showing how to easily use BERT (or other transformers) for inference

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

bert-ner-tf

Named Entity Recognition with BERT using TensorFlow 2.0

bert-squad

SQuAD Question Answering Using BERT, PyTorch