Dinabandhu's repositories
my-conda-envs
This repo contains my conda environments *.yml files
FREQUENT_OPIATE_PRESCRIBER
End-to-end binary classification problem to predict frequent opiate prescriber. A nice project structure, which involved scikit-learn pipeline, flask api, pypi packaging and many more.
mysite-django
Django website for advertisement.
credit-lead-prediction
Binary classification problem for credit lead prediction. Used XGBoost, RandomForest and CatBoost model for prediction. Optimized hyperparameter using optuna.
histo-cancer-image-classification
This is the binary image classification of histopathologic cancer detection dataset.
PROJECT_tox21
Multi-label classification problem.
TPGSJan2022
Kaggle tabular playground series Jan 2022
cvBook1
This repo contains pyimagesearch module, built and learned from book
DEEP_ARCHI
Implementing Deep Learning models from scratch
DEEP_TRAIN
Deep Learning Implementations
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
devops_cmd_tools
This repository contains command line tools frequently used in data science project. Project environment reproducible, git tracking etc.
dinabandhu50.github.io
This repository is dedicated for my website
feature_engine
Feature engineering package with sklearn like functionality
hyperparameter-optimization
Code repository for the online course Hyperparameter Optimization for Machine Learning
kaggle_template
This is my kaggle template
mysql-workbench-dark-theme
A MySQL Workbench dark theme
PaDELPy
A Python wrapper for PaDEL-Descriptor software
PROJECT_MoA
Multilabel classification using pytorch neuralnetwork, optimized hyperparameter using optuna.
ProjectGNN
GNN project for learning
smiles-transformer
Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
Sphinx-RTD-Tutorial
A tutorial on how to use Sphinx
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing