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Thiya's Projects

time-series-forecasting-of-amazon-stock-prices-using-neural-networks-lstm-and-gan- icon time-series-forecasting-of-amazon-stock-prices-using-neural-networks-lstm-and-gan-

Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.

tiny-diffusion icon tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

tinydb icon tinydb

TinyDB is a lightweight document oriented database optimized for your happiness :)

tinygpt-v icon tinygpt-v

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

tinyms icon tinyms

Easy-to-Use deep learning development toolkit.

tinysam icon tinysam

Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"

tinyshap icon tinyshap

A minimal implementation of the SHAP algorithm using the Kernel method

tinyvector icon tinyvector

A tiny nearest-neighbor embedding database built with SQLite and Pytorch. (In development!)

tk-instruct icon tk-instruct

Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

tkseem icon tkseem

Arabic Tokenization Library. It provides many tokenization algorithms.

tlm icon tlm

NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework

tner icon tner

Language model fine-tuning on NER with an easy interface and cross-domain evaluation.

tnt icon tnt

A lightweight library for PyTorch training tools and utilities

toast icon toast

Official code for "TOAST: Transfer Learning via Attention Steering"

together-api-basics icon together-api-basics

Some information for working with the Together inference API for Open Source AI models

token-shift-gpt icon token-shift-gpt

Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing

tokenizers icon tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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