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100-days-of-datascience

I'm Punith V T, diving into a 100-day data science immersion from Python fundamentals to real-world applications. This space will be a live documentation of my journey, where code meets curiosity. Let's connect, learn, and code together. Click ⭐ on GitHub to stay tuned for updates on my work!

agentcloud

amadeus-code-examples

Self-contained examples for Amadeus REST APIs

anima

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

autotrain-advanced

🤗 AutoTrain Advanced

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

catenets

Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.

causalml

Uplift modeling and causal inference with machine learning algorithms

cleaning-messy-data

cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

dspy

DSPy: The framework for programming with foundation models

fastui-chat

💬 minimalistic ChatBot Interface in pure python

futurecoder

100% free and interactive Python course for beginners

generative-ai

Sample code and notebooks for Generative AI on Google Cloud

getting-started-with-generative-ai

A curated list of articles and tutorials to start with and understand generative AI

hands-on-langchain-for-llm-applications-development

Practical LangChain tutorials for LLM applications development

k-means

k-nearest-neighbors

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-tutorials

A set of LangChain Tutorials from my youtube channel

linear-regression

llama-recipes

Examples and recipes for Llama 2 model

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-finetuning

LLM Finetuning with peft

logistic-regression-vs-decision-tree

mixtral-offloading

Run Mixtral-8x7B models in Colab or consumer desktops

ml-ferret

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

mlp-classifier