Pinned Repositories
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
data
Data and code behind the articles and graphics at FiveThirtyEight
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
HIV_Social_Media
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
bitmman's Repositories
bitmman/machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
bitmman/a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
bitmman/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
bitmman/data
Data and code behind the articles and graphics at FiveThirtyEight
bitmman/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
bitmman/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
bitmman/dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
bitmman/ds-cheatsheets
List of Data Science Cheatsheets to rule the world
bitmman/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
bitmman/HIV_Social_Media
bitmman/lightning
Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
bitmman/lightning-tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
bitmman/langchain
⚡ Building applications with LLMs through composability ⚡
bitmman/neetcode
Leetcode solutions from Neetcode
bitmman/nlp-in-python-tutorial
comparing stand up comedians using natural language processing
bitmman/numpy-ml
Machine learning, in numpy
bitmman/pyscript
bitmman/pysradb
Package for fetching metadata and downloading data from SRA/ENA/GEO
bitmman/python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
bitmman/pytorccch_examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
bitmman/QuickUMLS
System for Medical Concept Extraction and Linking
bitmman/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks