Ndolo's repositories
ABigSurvey
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Building-Industrial-Digital-Twin
Building Industrial Digital Twin - Packt Publishing
circuitikz
CircuiTikZ TeX/LaTeX package for drawing circuits
code
Example application code for the python architecture book
country_converter
The country converter (coco) - a Python package for converting country names between different classification schemes.
deep_learning_curriculum
Language model alignment-focused deep learning curriculum
deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
determined
Determined: Deep Learning Training Platform
docker-python
Kaggle Python docker image
indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
indaba-pracs-2023
Notebooks for the Practicals at the Deep Learning Indaba 2023.
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
LTSM-Stock-Predictor
Predicting different stock prices using Long Short-Term Memory Recurrent Neural Network in Python using TensorFlow 2 and Keras.
mlim_handbook
mlim Multiple Imputation Handbook
Modern-Generative-AI-with-ChatGPT-and-OpenAI-Models
Modern Generative AI with ChatGPT and OpenAI Models, published by Packt
samila
Generative Art Generator
sebulba
🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX
stat7200_slides
Slides that accompany "A First Look at Rigorous Probability Theory" by Jeffrey Rosenthal
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
twittergraph
The Science Twitter Graph
ud120-projects
Starter project code for students taking Udacity ud120
udlbook
Understanding Deep Learning - Simon J.D. Prince
YandexDataSchool-Practical_DL
DL course co-developed by YSDA, HSE and Skoltech