Ayush Thakur (@ayulockin)
github

ayulockin

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Top repositories

1

neurips-llm-efficiency-challenge

Starter pack for NeurIPS LLM Efficiency Challenge 2023.
Python
104
star
2

SwAV-TF

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
Jupyter Notebook
86
star
3

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
60
star
4

deepimageinpainting

Deep Image Inpainting using UNET like Vanilla Autoencoder and Partial Convolution based Autoencoder.
Jupyter Notebook
53
star
5

DataAugmentationTF

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.
Jupyter Notebook
35
star
6

wandb2kaggle

Automatically upload the model saved as W&B Artifact to Kaggle Dataset.
Python
25
star
7

debugNNwithWandB

Concepts Explored in/with Pytorch
Jupyter Notebook
17
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8

kagglerecipes

Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.
Jupyter Notebook
15
star
9

interpretabilitycnn

Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM
Jupyter Notebook
15
star
10

llm-eval-sweep

A simple repository showcasing a few LLM Evaluation strategies and leverages W&B Sweeps to optimize the LLM system.
Jupyter Notebook
11
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11

minimal-mlops

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.
Python
9
star
12

T5-RLHF-TF

Implementation of Reinforcement Learning from Human Feedback for Summarization Task in TensorFlow
Jupyter Notebook
7
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13

grid-solver-with-obstacle

C++
6
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14

Adventures_in_Image_Processing_with_TF

Repo for our talk at GDG Kolkata TensorFlow All Round event on 31st August.
Jupyter Notebook
6
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15

Awesome_DL_Links

Collection of awesome DL/Math resources to feel enlightened!
5
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16

Explore-NFNet

This repository contains notebooks exploring various aspects of High-Performance Large-Scale Image RecognitionWithout Normalization (https://arxiv.org/abs/2102.06171).)
Jupyter Notebook
5
star
17

myDLexperiments

This will contain my basic Deep Learning experiments. It's just a pool.
Jupyter Notebook
4
star
18

codingTrain-Data-API

Following this series : https://www.youtube.com/watch?v=tc8DU14qX6I
HTML
4
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19

optimized_surveillance

For ECE Deptartment (Work in Progress)
Python
4
star
20

GOwithRL

This repo will contain my implementation of AlphaGO and related experiments.
Python
3
star
21

deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN
Jupyter Notebook
3
star
22

kaggle-pogchamp

Classification pipeline for Kaggle Pogchamp Series competition built using TF/Keras and W&B.
Jupyter Notebook
3
star
23

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.
C++
3
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24

talks

Contain the talks given
2
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25

wandb_replit

A simple Replit to train a classifier using PyTorch on a toy dataset with baked in goodness of Weights and Biases.
Python
2
star
26

DS_Lab-EC594B-

Solution to all the potential questions for DS practical lab exam
C
2
star
27

TF-MSN

Implementation of Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141) in TensorFlow.
Jupyter Notebook
2
star
28

kaggle-asl

Jupyter Notebook
2
star
29

pandas_matplotlib_foundation

Contains notebook used during my Pandas session.
Jupyter Notebook
2
star
30

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

Reach a target phrase using genetic algorithm
Python
1
star
31

HF-RL-Course

My exploration and exploitation of HF-RL-Course
Python
1
star
32

botbomb

C++
1
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33

llm-science-exam

Jupyter Notebook
1
star
34

Thought-Experiments

This repository will contain my thought experiments conducted in the field of Deep Learning.
Jupyter Notebook
1
star
35

av-segmentation

Semantic and drivable segmentation for autonomous driving using Keras and baked with Weights and Biases.
Jupyter Notebook
1
star
36

ASL_Classifier

Jupyter Notebook
1
star
37

myopenCVExperiments

Understanding with depth
Jupyter Notebook
1
star
38

happywhale_kaggle

Repository of my experiments for the Kaggle competition: Happywhale - Whale and Dolphin Identification
Jupyter Notebook
1
star