Gladiator07/Custom-PyTorch-Trainer-examples

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Updated over 2 years ago

Gladiator07/Custom-PyTorch-Trainer-examples

Gladiator07

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My own custom PyTorch Trainer applied to several examples

Harvestify

A machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops.

Jupyter Notebook

JARVIS

Personal Voice Assistant made with Python and has a cool looking GUI

Text-to-image-synthesis-with-AttnGAN

Text to Image Generation using Attentional Generative Adversarial Networks

Natural-Language-Processing

Documenting all the concepts and codes learned in NLP

Jupyter Notebook

U.S.-Patent-Phrase-to-Phrase-Matching-Kaggle

31st place silver medal solution to USPPPM Kaggle competition

AI-Agriculture-deployment

This is machine learning and deep learning based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.

wandb-gradient-dissent-bot

AMLP

Approaching (Almost) Any Machine Learning Problem

Jupyter Notebook

Gladiator07

Machine-Learning

Curated resources (blogs +docs + websites) for Machine Learning

Jupyter Notebook

Text-Summarizer

A transformer based extractive and abstractive text summariser

Diabetes-Prediction-WebApp

Kaggle-Template

General code template for Kaggle competitions

cricket-webapp

A machine learning based webapp which predicts the first innings score of an ongoing IPL match. Additionally, it can also predict the winning probability of a team in an ODI match

Jupyter Notebook

Deep-Learning-NYU

Deep Learning Course by New York University (Yann LeCun and Alfredo Canziani)

Jupyter Notebook

Sartorius-Neuronal-Cell-Segmentation-Kaggle

A bronze medal solution to the Kaggle Challenge -> Sartorius - Cell Instance Segmentation

AQI-Prediction

Jupyter Notebook

Object-Detection

Implementations of object detection architectures

Transformers-from-scratch-in-PyTorch

Implementation of the paper (Attention is all you need)

AQI-FastAPI

Jupyter Notebook

Deep-Learning

Jupyter Notebook

Computer-Vision

Implementations of major architectures and ideas in Computer Vision (with PyTorch)

Bristol-Myers-Squibb-Translation-Kaggle

50th place solution of a Kaggle competition where we were given the task to translate old chemical images to its Inchi

Bengali-AI-Handwritten-Grapheme-Classification

A kaggle competition solution in which we were given the image of a handwritten Bengali grapheme and were challenged to separately classify three constituent elements in the image: grapheme root, vowel diacritics, and consonant diacritics.

Jupyter Notebook

BLIP2-Report

Jupyter Notebook

Kaggle-Utils

Some utility functions/classes for Kaggle competitions

Pneumonia-Detection

Pneumonia Detection with Computer Vision (in dev)

Jupyter Notebook

loan-approval-prediction

This is a webapp which will predict if a person will get a loan or not based on his credentials

Jupyter Notebook