NITHIN M A's starred repositories
adrenaline
Instant answers to any programming question
ClassicComputerScienceProblemsInPython
Source Code for the Book Classic Computer Science Problems in Python
vscode-debug-visualizer
An extension for VS Code that visualizes data during debugging.
chat-with-websites
Latests Langchain (2024) App to chat with any website given its URL
arxiv-sanity-lite
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Awesome-AI-Data-Guided-Projects
A curated list of data science & AI guided projects to start building your portfolio
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
dlbook_notation
LaTeX files for the Deep Learning book notation
sumatrapdf
SumatraPDF reader
Python-Data-Cleaning-Cookbook
Python Data Cleaning Cookbook, published by Packt
feature_engine
Feature engineering package with sklearn like functionality
awesome-public-datasets
A topic-centric list of HQ open datasets.
data-science-from-scratch
code for Data Science From Scratch book
Mining-the-Social-Web-3rd-Edition
The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)
algorithms_in_ipython_notebooks
A repository with IPython notebooks of algorithms implemented in Python.
World-population-analysis
Visualization and analysis of world population country wise.
cs-video-courses
List of Computer Science courses with video lectures.
FAANG-Coding-Interview-Questions
A curated List of Coding Questions Asked in FAANG Interviews
practical-statistics-for-data-scientists
Code repository for O'Reilly book
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
applied-data-science-using-pyspark
Source Code for 'Applied Data Science Using PySpark' by Ramcharan Kakarla, Sundar Krishnan, and Sridhar Alla
hands-on-time-series-analylsis-python
Source Code for 'Hands-on Time Series Analysis with Python' by B V Vishwas and Ashish Patel