Joydeep Ghatak's repositories
orchest
Build data pipelines, the easy way 🛠️
sqlpad
Web-based SQL editor run in your own private cloud. Supports MySQL, Postgres, SQL Server, Vertica, Crate, ClickHouse, Trino, Presto, SAP HANA, Cassandra, Snowflake, BigQuery, SQLite, and more with ODBC
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
gradsflow
An open-source AutoML Library in PyTorch
deep_autoviml
Build tensorflow keras model pipelines in a single line of code. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
qiskit-machine-learning
Quantum Machine Learning
Annotated-ML-Papers
Annotations of the interesting ML papers I read
mercantile
Spherical mercator tile and coordinate utilities
analytics
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
drawdata
Draw datasets from within Jupyter.
validations
blue kale validation repo for training
SDV
Synthetic Data Generation for tabular, relational and time series data.
ml_6036_2020_captions
Captions for the 6.036 Introduction to Machine Learning (Fall 2020) lecture videos
trax
Trax — Deep Learning with Clear Code and Speed
coronavirus
The coronavirus dataset
applied-ml
📚 Papers of companies sharing their work on applied data science & machine learning.
ML-foundations
Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science
Byte-by-Byte-Solutions
Coding interview questions and solutions
AI-for-Healthcare-Nanodegree
Learn to build, evaluate, and integrate predictive models that have the power to transform patient outcomes. Begin by classifying and segmenting 2D and 3D medical images to augment diagnosis and then move on to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, build an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
JG_pycaret
Testing PyCaret for future use