Abhilash Majumder (@abhilash1910)
github

abhilash1910

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    234
  • Global Rank 108,864 (Top 4 %)
  • Followers 84
  • Following 20
  • Registered over 7 years ago
  • Most used languages
    Jupyter Notebook
         41.5 %
    Python
         24.4 %
    ShaderLab     7.3 %
    C
         7.3 %
    C++
         7.3 %
    C#
         4.9 %
    Java
         4.9 %
    HTML
         2.4 %
  • Location 🇮🇳 India
  • Country Total Rank 2,763
  • Country Ranking
    ShaderLab     14
    HTML
         442
    Jupyter Notebook
         612
    C#
         955
    Python
         1,264
    C++
         2,481
    C
         2,497

Top repositories

1

SpectralEmbeddings

spectralembeddings is a python library which is used to generate node embeddings from Knowledge graphs using GCN kernels and Graph Autoencoders. Variations include VanillaGCN,ChebyshevGCN and Spline GCN along with SDNe based Graph Autoencoder.
HTML
58
star
2

ClusterTransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
Python
37
star
3

BERTSimilarity

Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.
Python
22
star
4

Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading
Jupyter Notebook
15
star
5

nd013-c1-vision-starter-main

Course Submission Material for Resnet based object detection for Udacity Self Driving NanoDegree.
Jupyter Notebook
8
star
6

Deep-Graph-Learning

A notebook containing implementations of different graph deep node embeddings along with benchmark graph neural network models in tensorflow. This has been taken from https://www.kaggle.com/abhilash1910/nlp-workshop-ml-india-deep-graph-learning to apply GNNs/node embeddings on NLP task.
Jupyter Notebook
8
star
7

nd0130-c2-fusion-starter-midterm

Course submission material for Lidar point cloud based 3D Detection using Yolo for Udacity Self Driving Nanodegree
Python
7
star
8

MiniAttention

Hierarchical Attention Layer for Keras for document classification.
Jupyter Notebook
6
star
9

Accelerated_Deep_Learning

Jupyter Notebook
6
star
10

K-means-clustering-for-WSN

CPP code for K means clustering for wireless sensor networks which are to be applied to optimal path to sink algorithm.
C++
5
star
11

Unite-India-2019

The github repository containing all the shader optimizations and codes presented in Unite-India-2019
ShaderLab
5
star
12

DistilBERT--SQuAD-v1-Notebook

Notebook (Demonstration) for training Distilbert on Glue, and uploading model to Huggingface.
Jupyter Notebook
4
star
13

MiniClassifier

Deep Learning Library for Text Classification.
Jupyter Notebook
4
star
14

Transformers-Workshop

Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task
Jupyter Notebook
4
star
15

Playing-With-Transformers--NLP-Workshop

Jupyter Notebook
3
star
16

ndd0130-c2-fusion-starter

Course submission material for Sensor Fusion and Camera based tracking using Extended Kalman Filters for Udacity Self Driving Nanodegree.
Python
3
star
17

Q-Learning-in-Unity

Template for Q-Learning in Unity with C# for developing state based games
C#
3
star
18

GraphAttentionNetworks

This package is a Tensorflow2/Keras implementation for Graph Attention Network embeddings and also provides a Trainable layer for Multihead Graph Attention.
Python
3
star
19

LongPegasus

LongPegasus package is used for inducing longformer self attention over base pegasus abstractive summarization model to increase the token limit and performance.
Jupyter Notebook
3
star
20

Datahour_Diffusion

Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:
Python
3
star
21

Multi-Armed-Bandit-C-

Contains C# implementation of the Multi-Armed-Bandit algorithm for RL .This uses standard UCB and epsilon greedy algorithm as a hybrid measure to trade between exploration and exploitation
C#
2
star
22

NLP-Workshop-ML-India

NLP Workshop -ML India
Jupyter Notebook
2
star
23

NexGCN

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features
Jupyter Notebook
2
star
24

clip_zeroshot_tf2

Python
1
star
25

TextProcessingApp

App is a text processing app made in android studio using google play services
Java
1
star
26

Generative-Modelling

Jupyter Notebook
1
star
27

Unity-Shader-Source-Codes

Source codes of some of the most popular unity shaders
ShaderLab
1
star
28

Face_Detection

Face detection of an image in drawable folder
Java
1
star
29

NITDGPopensource-HashedSnapshots

A secure way to encrypt images based on hashed passwords
Python
1
star
30

Math_Engine

Math_engine is a part of a central game engine which deals with vectors,matrix, and quarternion calculations.
C++
1
star
31

Shaders

Contains source codes and implementations of many shaders in Unity
ShaderLab
1
star
32

Render-Engine-2.0

OpenGL based render engine having separate 2d and 3d features with camera properties and normal lighting
C
1
star
33

Abhilash1_optimizers_package

Stochastic Optimizers for gradient convergence algorithms with activation functions
Python
1
star
34

AI-Geometric-Learning

Jupyter Notebook
1
star
35

Simple-Raytracer

A primitive raytracer made using ray-sphere intersections and Lambert Cosine diffused reflection law.
C++
1
star
36

DeepGenerator

Sentence Sequence Transduction Library (Seq to Seq) for text generation using sequential generative Vanilla RNN using numpy
Jupyter Notebook
1
star
37

Model-D-Engine-OpenGl

3d Model Engine made with opengl as an extension to the game engine development
C
1
star
38

Render_Engine

The render engine is an essential part of a game engine.It is based on Opengl API and is the primary design which allows user to create any coloured figures by specifying coordinate points in X-Y plane.All the rasterization complexity has been included in headers of the engine .More features are yet to be added.
C
1
star
39

Credit_Card_Fraud_Kaggle

This repository contains the possible solutions to the Credit Card Fraud problem set in Kaggle. It contains EDA, including dimensionality reduction,visualisations, sampling techniques , synthetic oversampling. A contrastive k fold analysis of decision trees,neighbors classifier, regression and discriminant analysis along with their confusion matrices. Alternative solutions using boosting trees and forests(lightgbm classifiers) are also used. A neural network of 4 intermediate hidden odes with relu and sigmoid activations is also provided as an alternative approach to get a higher accuracy.
Jupyter Notebook
1
star
40

EuroPython-21-QuantumDeepLearning

Materials and Resources for the EuroPython 21 Talk on "Introduction to Quantum Deep Learning" on 28/7/2021.
Jupyter Notebook
1
star
41

TFModelQuantizer

A model weights quantization library which converts weights to fp32, fp16 or calibrated int8 for faster inference using Nvidia Tensor-rt backend . Compatible with vision models inside keras applications.
Python
1
star