tanaymeh/implementations

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tanaymeh/implementations

tanaymeh

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This repository houses my implementations of different papers and interesting architectures.

mamba-train

A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM

nadl

A small framework that can perform automatic differentiation to calculate first-order gradients of numpy arrays.

alien-signal-detection

Detecting Extra-terrestrial signals with the help of Patch-based Image Classification Deep Learning models.

gpt-search

Use GPT-3 and GPT-3.5 to query your documents!

leaf-disease-detection

Deep Learning Model I made using PyTorch for Cassava Leaf Disease Classification

gpt-pre-training-scratch

Basic GPT trained on Harry Potter books

text-complexity-identification

Predicting complexity of a given text excerpt using PyTorch and NLP

fim-pretraining

Fill-in-the-Middle Pre-training of Large Language Models in pure PyTorch!

cryzig-blog

Blog engine made in Python using FastAPI and SQL Alchemy as db.

credit-fraud-scratch-tf

In this Mini-Project I am attempting to solve one of the most classic problems of Credit-Card Fraud Detection using Core Tensorflow (Basic Math and Optimization functions, no Higher Level APIs). Do give it a star if you find it helpful!

Jupyter Notebook

convnext-semantic-segmentation

Setting up and running Semantic Segmentation for ConvNext model

math_mamba

Scripts to fine-tune the Mamba LLM on OpenMathInstruct-1 dataset by NVIDIA to improve maths and reasoning skills.

llm-transpiler

Transpile code from language A to B using LLM agents powered by Langgraph

enigma-torch

A small framework written in pure PyTorch that can simplify the process of training Image and Text based models.

depression-sentiment-prediction

Depression Sentiment Prediction Project

Jupyter Notebook

miniGPT

My PyTorch Implementation of a Mini-GPT that would be able to generate text on itself.

jet-data-compression

This repository contains the Stacked Auto Encoder made in order to compress Hadron Jet Data from 4->3 Variables. Dataset provided by CERN

Jupyter Notebook

catheter-tube-detection

My work on classifying the presence and correct placement of catheter tubes on chest x-rays to save lives.

flax-vision

Computer Vision Models from PyTorch, Tensorflow now for Flax!

sentiment-analysis-ucity

This is my final Solution for the First Project in Udacity's MLE Nanodegree program - Sentiment Analysis model. (Only for my Submission purpose)

meta-kaggle-api

melanoma-cancer-detection

Detecting Melanoma Cancer using Deep Learning with largely imbalanced 108 GB data!

Jupyter Notebook

nadl-new

New NADL Version built while keeping Accelerated Computing and Advanced Type-Checking in Focus.

lancedb-haystack

An integration of LanceDB vector database backend with Haystack