Abhinav Bhuyan (@abhinav-neil)
github

abhinav-neil

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Top repositories

1

clip-zs-prompting

Using CLIP for zero-shot learning and image classification with text & visual prompting.
Python
13
star
2

smart-contracts

A library of solidity smart contracts for common use cases
Solidity
9
star
3

classification-xgboost-bayesopt

A jupyter notebook for binary classification of breast cancer using XGBoost with Bayesian optimization.
Jupyter Notebook
6
star
4

probing-lms

Probing language models for linguistic features in their representations
Jupyter Notebook
3
star
5

nlp-cord19-research-papers

A jupyter notebook for topic-modelling, clustering and question-answering on COVID-19 research papers.
Jupyter Notebook
3
star
6

adversarial-autoencoder

An adversarial autoencoder implemented in PyTorch
Python
2
star
7

resnet-transfer-learning

Transfer learning by fine-tuning a ResNet-18 model on CIFAR-100
Jupyter Notebook
2
star
8

contextual-hatespeech-detection

A contextual (BERT-based) hate speech detection model
Jupyter Notebook
2
star
9

tfx-pipe

A jupyter notebook to run a machine learning pipeline using Tensorflow Extended (TFX)
Jupyter Notebook
1
star
10

nft-dapp

End-to-end web3 dapp to create NFTs from ERC-721 smart contract, deploy on-chain using Truffle, and a react app to connect wallet and mint NFTs from the contract from a browser
JavaScript
1
star
11

customer-churn

Analyze and predict bank customer churn using various classification algorithms
Jupyter Notebook
1
star
12

tfx-kubeflow-bigq-pipe

A production ready ML pipeline on Google Cloud Platform using Tensorflow Extended (TFX), Apache Beam, Kubeflow & BigQuery.
Python
1
star
13

reviews-sentiment-lexicon-nb-svm

Sentiment classification of movie reviews using lexicon, Naive Bayes & SVM
Jupyter Notebook
1
star
14

token-airdrop

Solidity
1
star
15

dropdown-menu-reddit

JavaScript
1
star
16

abhinav-neil

My profile
1
star
17

erc20-token

JavaScript
1
star
18

erc721-nft

JavaScript
1
star
19

books-dashboard-glass

HTML
1
star
20

recsys-pysparkml

A book recommendation system using collaborative filtering built using PySpark ML
Jupyter Notebook
1
star
21

customer-segmentation-clustering

Customer segmentation using clustering
Jupyter Notebook
1
star
22

lenet5-clf-finetuning

Image classification & tranfer learning with LeNet-5
Jupyter Notebook
1
star
23

remix-local

Smart contracts currently in beta, in Remix IDE
Solidity
1
star
24

lyrics-generator-lstm

A jupyter notebook to generate song lyrics using LSTM network.
Jupyter Notebook
1
star
25

nlp-topic-modelling-movie-plots

A jupyter notebook for NLP and topic modelling on wiki movie plots with spaCy. EDA, NLP (tokenization, PoS, NER, dependency parsing) and visualization of clusters
Jupyter Notebook
1
star
26

sentiment-analysis-bow-lstm

Sentiment analysis using neural BoW and LSTM based models
Jupyter Notebook
1
star
27

ml-explainability-inference

A jupyer notebook to model explainability and inference in ML models (random forests, decision trees), using permutation importance, partial dependence plots and SHAP. Bank customer transactions dataset for classification.
Jupyter Notebook
1
star
28

neural-ir

Information retrieval using neural models: ranking with dense & sparse bi-encoders, reranking with cross-encoder
Python
1
star
29

remix

0
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