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adapter-transformers

Huggingface Transformers + Adapters = ❤️

afriberta

AfriBERTa: Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages

android_test

attic

bert

TensorFlow code and pre-trained models for BERT

chatbot

A Deep-Learning multi-purpose chatbot made using Python3

cnn-parameters-evolution

creatingandcomparingmlmodels

declutr

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepspeed

dice_roller

Lab 1-MAD

dsir-resampling

DSIR large-scale data selection framework for language model training

dual-contrastive-learning

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

fastbook

The fastai book, published as Jupyter Notebooks

former

Simple transformer implementation from scratch in pytorch.

intro-nlp-deep1

intro-nlp-deep2

keras-io

Keras documentation, hosted live at keras.io

llm-graph-builder

Neo4j graph construction from unstructured data

locatewater

80% complete

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

medical_intent_detector_using_bert

I built a multi-class classifier using BERT from Transformers that can identify common medical symptoms based on descriptive text.

microsoft-internships

Advice on how to get hired for the 2 most popular SWE-oriented Microsoft internships

mixcse_aaai2022

Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives

mlm-pytorch

An implementation of masked language modeling for Pytorch, made as concise and simple as possible

pecos

PECOS - Prediction for Enormous and Correlated Spaces

pretrainingbert

Pre-training BERT masked language models with custom vocabulary

randomizer