ayushgupta51379 Goto Github PK

awesome-deep-vision

A curated list of deep learning resources for computer vision

ayushguptaportfolio

A brief Portfolio about me as a prospective Data Scientist/Machine Learning Engineer

comp2011_cplusplus_programming

comp_5331_project_fake_news_detection

- Image classification using Deep learning. - Utilizing both frequency and pixel domain information of images. - Implemented MVNN model from a research paper published in 2019 IEEE ICDM. Achieved comparable accuracy to the original model. - Compared with several deep learning models: Pre-trained (VGG-16, VGG-19) and our own implementations of CNN based models (with different number of layers) - Research project utilized as a part of a course: COMP 5331 - Knowledge Discovery in Databases, from HKUST (The Hong Kong University of Science and Technology). - Referenced paper (for MVNN model) - P. Qi, J. Cao, T. Yang, J. Guo, and J. Li. Exploiting multi-domain visual information for fake news detection. In 2019 IEEE International Conference on Data Mining (ICDM), pages 518–527, 2019.

computer_vision

Experimenting with different computer vision techniques

data-science-interview-resources

Forked - A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

data_dv_proj

deep-learning

Course: Deep Learning

deep_learning_practice

Practicing my Deep learning skills - and improving them

demo

game_dodge_monsters_mips_assembly_programming

A Game using MIPS Assembly Programming Language: Ninja Survival Game (Completed by June'19)

general_programming

Implementing various concepts in programming - To improve my understanding and skills

ghosts_in_space_game_java_programming

Game - Ghosts and Treasures in Space, using Greenfoot graphics for Java Programming (Completed by August'18)

google_kickstart_competitions

Practicing Coding questions from Google Kickstart Competitions - concepts of Algorithms and Data Structures

gradlinearregression

Gradient Descent for Linear Regression (Completed by Oct'19)

harry_potter_game_python_programming

Harry Potter vs The Army of Voldemort Game - created using turtle graphics in Python, music added using pygame (Completed by Dec'17)

heatmaps

ipywidgets

Interactive Widgets for the Jupyter Notebook

learning-vis-tools

Learning Vis Tools: Tutorial materials for Data Visualization course at HKUST

machine_learning_for_natural_language_processing

Machine Learning applied in the field of Natural Language Processing (Completed by Dec'18)

mphil-thesis-documents

My MPhil Thesis Published at HKUST: Monitoring Food Waste in Restaurants Using Computer Vision and Data Visualization

research_a_computational_comparison_of_sorting_algorithms

Capstone Research Project - A Computational Comparison of Sorting Algorithms (License: Creative Commons Attribution Share Alike 4.0 International: https://choosealicense.com/licenses/cc-by-sa-4.0/#) (Completed by Dec'18, then modified a bit))

resume

spotifysongranking

Spotify Song Ranking Analysis and Spotify Songs Audio Features Analysis (Completed by June'19) - Team project during Data Visualization Course at The Hong Kong University of Science and Technology (HKUST).

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

vislab_coding

For a project on Spotify Songs Ranking Dataset and Spotify Audio Features Dataset on Kaggle

visualizing_kaggle_2020_data_science_survey

Data Visualization, using HTML, CSS and JavaScript (including libraries) - of Kaggle 2020 Data Science Survey.

web_development

Practicing Web Development skills