20 open source projects by tirthajyoti

Deep learning codes and projects using Python

✭ 195

jupyter-notebook deep-learning machine-learning computer-vision keras artificial-intelligence object-detection convolutional-neural-networks neural-networks cnn generative-adversarial-network image-classification rnn recurrent-neural-networks resnet vgg16

2. Pydbgen

Random dataframe and database table generator

✭ 191

python database data-science generator sqlite sqlite3 pandas-dataframe random-generation data-generation

3. Uci Ml Api

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

✭ 190

python machine-learning api data-science learning statistics classification clustering regression

4. Web Database Analytics

Web scrapping and related analytics using Python tools

✭ 175

python jupyter-notebook database json nlp data-science sql natural-language-processing analytics sqlite3 regular-expression web-scraping json-parser xml-parser data-wrangling

5. Machine Learning With Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

6. Spark With Python

Fundamentals of Spark with Python (using PySpark), code examples

✭ 150

python jupyter-notebook machine-learning database sql spark analytics big-data hadoop apache parallel-computing distributed-computing apache-spark dataframe pyspark hdfs

7. Design Of Experiment Python

Design-of-experiment (DOE) generator for science, engineering, and statistics

✭ 143

jupyter-notebook statistics analytics science matrix dataframe experiment random-generation

8. Interactive machine learning

IPython widgets, interactive plots, interactive machine learning

✭ 140

python jupyter-notebook machine-learning animation data-science statistics analytics classification scikit-learn interactive regression supervised-learning

9. Optimization Python

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

✭ 133

jupyter-notebook optimization scipy

10. Papers Literature Ml Dl Rl Ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

✭ 1,341

deep-learning machine-learning data-science neural-network artificial-intelligence reinforcement-learning statistics paper data-mining hardware machine-learning-algorithms

11. Ds With Pysimplegui

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package

✭ 93

python jupyter-notebook machine-learning windows data-science artificial-intelligence gui analytics application desktop-app

12. Data Science Best Resources

Carefully curated resource links for data science in one place

✭ 1,104

python r deep-learning machine-learning linux api database aws data-science visualization neural-network sql artificial-intelligence reinforcement-learning statistics analytics scikit-learn cheatsheet data-wrangling

13. Stats Maths With Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

✭ 381

python jupyter-notebook machine-learning data-science statistics analytics numpy pandas clustering mathematics matplotlib scipy bayesian-statistics probability

14. Synthetic-data-gen

Various methods for generating synthetic data for data science and ML

✭ 57

Jupyter Notebook python data-science data machine-learning time-series regression classification symbolic-computation

15. Covid-19-analysis

Analysis with Covid-19 data

✭ 49

Jupyter Notebook python visualization data-science machine-learning analytics numpy modeling epidemiology object-oriented-programming pandemic coronavirus covid-19 covid-data covid19-data

16. ML-apps-with-Streamlit

Building simple ML apps with Streamlit

✭ 18

python

17. Algorithm-Data-Structures-Python

Various useful data structures in Python

✭ 34

Jupyter Notebook python tree stack queue algorithms graph data-structures heap hash-table object-oriented-programming

18. Symbolic-computation-Python

Symbolic computation using SymPy and various applications

✭ 18

Jupyter Notebook calculus algebra linear-algebra symbolic symbolic-computation

19. Julia-data-science

Data science and numerical computing with Julia

✭ 54

Jupyter Notebook data-science machine-learning statistics deep-learning linear-algebra julia-language artificial-intelligence scientific-computing dataframe numerical-analysis

20. R-stats-machine-learning

Misc Statistics and Machine Learning codes in R

✭ 33

r machine-learning statistics neural-network random-forest clustering regression classification nearest-neighbors k-means decision-trees support-vector-machines hypothesis-testing principal-component-analysis

1-20 of 20 user projects