Rahul Dev's repositories

DeepEnergyModels

Word Segmentation in Sanskrit Using Energy Based Models

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

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Aspect-Based-Sentiment-Analysis

đź’­ Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

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caffe

Caffe: a fast open framework for deep learning.

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dl-colab-notebooks

Try out deep learning models online on Google Colab

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evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

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factchecking-sites-scraper

A repo to store helper functions for scraping + experiments/visualisations

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fastbook

The fastai book, published as Jupyter Notebooks

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LANN

Learning Activations in Neural Networks

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LifeLine

Repository for all the guides and Useful Resources for all Purposes.

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llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

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ML-Starter-Pack

A collection of Machine Learning algorithms written from sctrach.

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ML_Assignments

Assignments of the Course : Machine Learning CS60050

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OGBV-detection

Online Gender Based Violence Classifier based on TRAC2020 dataset

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p2p-chat-python

P2P python chat app

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PointNet

PyTorch implementation of the PointNet with applications to 3D object classification and part segmentation.

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Prep

Practise Coding Questions

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pytorch-transformers-classification

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

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PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

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redditflow

Do everything from data collection from reddit to training a machine learning model in just two lines of python code!

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simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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Training-NN

Training Neural Network using Selective Batch Technique

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twint

An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

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vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

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