Elias Jacob's repositories
paper_brcad5
Repository for the paper: "Using deep learning to predict outcomes of legal appeals better than human experts"
osint-brazuca-regex
Repositório criado com intuito de reunir expressões regulares dentro do contexto Brasil
dell_deep_learning_genai
Material for the course Dell AI Delivery Academy - Deep Learning and Generative AI
academic-budget-bert
Repository containing code for "How to Train BERT with an Academic Budget" paper
Awesome-Weak-Supervision
A curated list of programmatic weak supervision papers and resources
b2w-reviews01
review dataset
causal-inference-in-python-code
Code for the Book Causal Inference in Python
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.
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
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)
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
langchain-extract
🦜⛏️ Did you say you like data?
memory-efficient-attention
Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch
nd0821-c2-build-model-workflow-starter
Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program
nplm
A weak supervision framework for (partial) labeling functions
paper_biodiversity_overlooked
Code repository for the Machine Learning techniques applied to the paper "Biodiversity is Overlooked in the Diets of Different Social Groups in Brazil "
paper_gender_meat
Young Women Leading Reduced Meat Consumption Patterns: Evidence from Brazil
paper_nutritional_composition_wildmeat
Variation in Nutritional Composition of Anatomical Parts and Taxonomic Classes of Wild Animals: A Systematic Review Using Data Imputation with Artificial Intelligence
streamlit-folium
Streamlit Component for rendering Folium maps
unifi-ddns
Cloudflare DDNS (Dynamic DNS) support for UniFi OS
weaksup-subset-selection
Subset selection / data pruning for weak supervision