ayulockin/minimal-mlops

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ayulockin/minimal-mlops

ayulockin

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This repository is for the GDG Cloud Kolkata workshop on 27th August, 2022. Learn about minimal MLOps required for any ML practitioner. It uses Weights and Biases.

neurips-llm-efficiency-challenge

Starter pack for NeurIPS LLM Efficiency Challenge 2023.

SwAV-TF

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

Jupyter Notebook

LossLandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

Jupyter Notebook

deepimageinpainting

Deep Image Inpainting using UNET like Vanilla Autoencoder and Partial Convolution based Autoencoder.

Jupyter Notebook

DataAugmentationTF

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

Jupyter Notebook

wandb2kaggle

Automatically upload the model saved as W&B Artifact to Kaggle Dataset.

debugNNwithWandB

Concepts Explored in/with Pytorch

Jupyter Notebook

interpretabilitycnn

Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM

Jupyter Notebook

kagglerecipes

Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.

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llm-eval-sweep

A simple repository showcasing a few LLM Evaluation strategies and leverages W&B Sweeps to optimize the LLM system.

Jupyter Notebook

grid-solver-with-obstacle

Adventures_in_Image_Processing_with_TF

Repo for our talk at GDG Kolkata TensorFlow All Round event on 31st August.

Jupyter Notebook

T5-RLHF-TF

Implementation of Reinforcement Learning from Human Feedback for Summarization Task in TensorFlow

Jupyter Notebook

Awesome_DL_Links

Collection of awesome DL/Math resources to feel enlightened!

Explore-NFNet

This repository contains notebooks exploring various aspects of High-Performance Large-Scale Image RecognitionWithout Normalization (https://arxiv.org/abs/2102.06171).)

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myDLexperiments

This will contain my basic Deep Learning experiments. It's just a pool.

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codingTrain-Data-API

Following this series : https://www.youtube.com/watch?v=tc8DU14qX6I

optimized_surveillance

For ECE Deptartment (Work in Progress)

GOwithRL

This repo will contain my implementation of AlphaGO and related experiments.

kaggle-pogchamp

Classification pipeline for Kaggle Pogchamp Series competition built using TF/Keras and W&B.

Jupyter Notebook

block_detection

This repository contains arduino code for our bot which was capable of detecting blocks(cubes) using IR sensor and distinguish between two block sizes.

deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN

Jupyter Notebook

talks

Contain the talks given

TF-MSN

Implementation of Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141) in TensorFlow.

Jupyter Notebook

wandb_replit

A simple Replit to train a classifier using PyTorch on a toy dataset with baked in goodness of Weights and Biases.

DS_Lab-EC594B-

Solution to all the potential questions for DS practical lab exam

kaggle-asl

Jupyter Notebook

pandas_matplotlib_foundation

Contains notebook used during my Pandas session.

Jupyter Notebook

Nature-of-code-Genetic-Algorithm-in-python

Reach a target phrase using genetic algorithm

HF-RL-Course

My exploration and exploitation of HF-RL-Course

botbomb

llm-science-exam

Jupyter Notebook

Thought-Experiments

This repository will contain my thought experiments conducted in the field of Deep Learning.

Jupyter Notebook

av-segmentation

Semantic and drivable segmentation for autonomous driving using Keras and baked with Weights and Biases.

Jupyter Notebook

ASL_Classifier

Jupyter Notebook

myopenCVExperiments

Understanding with depth

Jupyter Notebook

happywhale_kaggle

Repository of my experiments for the Kaggle competition: Happywhale - Whale and Dolphin Identification

Jupyter Notebook