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academic-budget-bert

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

asterisk

Generating Training Data Made Easy

awesome-weak-supervision

A curated list of programmatic weak supervision papers and resources

b2w-reviews01

review dataset

bert_document_classification

architectures and pre-trained models for long document classification.

causal-inference-in-python-code

Code for the Book Causal Inference in Python

code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

cosine

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

data-centric-ai

Resources for Data Centric AI

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning

Deep Learning experiments

deep-learning-v2-pytorch

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

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

desafio-cnj

Protótipo submetido pela equipe 22 do desafio CNJ/ENAP

dl1

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fastai deep learning library, plus lessons and tutorials

fb_scrape_public

Scrapes posts and comments from public Facebook pages.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

generative_ai_with_langchain

Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.

genre_classification

Final exerciseof the Udacity class on Machine Learning workflows

gliner

Generalist model for NER (Extract any entity types from texts)

inspire-classifier

INSPIRE text classification microservice

interactive-weak-supervision

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling

interactive-weak-supervision-odsc

Jupyter notebook for interactive weak supervision ODSC Europe talk

just-pandas-things

An ongoing list of pandas quirks

langchain-extract

🦜⛏️ Did you say you like data?

language-models

pre-trained Language Models

legalplms

Source code and checkpoints for legal pre-trained language models.

lermicrodados