3-day longest streak
Hi 👋, I'm Aman I am an undergraduate from the Indian Institute of Technology, Jodhpur. Applications of machine learning, natural language processing, data science, and computer vision that address issues…
Hi 👋, I'm Aman
I am an undergraduate from the Indian Institute of Technology, Jodhpur. Applications of machine learning, natural language processing, data science, and computer vision that address issues in the real world are of interest to me.
- 📫 Software Developer - Stdlib-js
- 📫 Google Summer of Code'24 - Stdlib-js
- 🔭 Undergraduate Research Intern, IIT Patna
- 👨💻 All of my projects are available at https://aman-095.github.io/
- 📫 How to reach me [email protected]
- 📄 Know about my experiences
Connect with me:
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Single-Image-Super-Resolution-using-ESRGAN
Using an already existing ESRGAN model, degrading our HR images to generate training data for finetuning and further checking the MSE and PSNR for the generated and the original HR images. Link to the original link of Real ESRGAN Repo - https://github.com/xinntao/Real-ESRGAN
Jupyter Notebook ★ 5 3y agoExplain → -
Offline-Handwriting-Text-Recognition-using-RNN
Using RNN, LSTM for Offline Handwriting Text Recognition. Analyzing an already given paper and mentioning its Extended Abstract, Critical Analysis and some suggested Innovations
★ 2 4y agoExplain → -
Sentiment-Analysis-API
Developing a sentiment analysis model and creating an API server for the same.
Jupyter Notebook ★ 2 3y agoExplain → -
Principal-Orthogonal-Decomposition-on-Schlieren-Images
Using SVD and PCA to observe the top and most influential modes present in a shock wave generated from a super-sonic wind tunnel.
Jupyter Notebook ★ 2 3y agoExplain → -
Stock-Price-Predictiion
Using the google stock prices dataset and build a model to predict the future prices using previous instances.
Jupyter Notebook ★ 2 3y agoExplain → -
Decision-Tree-Classifier-and-Regressor
Implementation of Decision tree classifier and regressor on Drugs and concrete dataset. Includes knowledge about Information gain and Gini index
Python ★ 1 3y agoExplain → -
google-summer-of-code ⑂
Google Summer of Code resources.
★ 0 1y agoExplain → -
aman-095
Config files for my GitHub profile.
★ 0 1y agoExplain → -
lfortran ⑂
Official main repository for LFortran
★ 0 1y agoExplain → -
stdlib ⑂
✨ Standard library for JavaScript and Node.js. ✨
JavaScript ★ 0 10mo agoExplain → -
Hand_Gesture_Detection
No description.
Jupyter Notebook ★ 0 2y agoExplain → -
nodes2021_kg_workshop ⑂
No description.
★ 0 4y agoExplain → -
aman-095.github.io
No description.
HTML ★ 0 2y agoExplain → -
Multi-Label-Classification-Problem
Applying supervised learning approaches on the dataset and finally predicting the labels in a multi class format. Dataset and more detailed problem present in Kaggle competition link: https://www.kaggle.com/t/04a239e37f69de0040810bc615b96063
Jupyter Notebook ★ 0 3y agoExplain → -
Multi-Layer-Perceptron-Model
Applying MLP model on IRIS and house prices advanced regression techniques dataset and computing average mean-square error for complete test data. Computing l1 (manhattan distance) and l2 (euclidean distance) loss and comparing the results. Plotting the loss curve, and a histogram of prediction errors with appropriate bin size.
★ 0 3y agoExplain → -
Principal-Component-Analysis-PCA-implementaion-from-scratch
Implemented PCA algorithm from scratch on MNIST Dataset. Visualizing the reconstructed images made and comparing them with the original image. Visualizing the residual images by subtracting the reconstructed image from the original image (for different values of Principal components). Finding the reconstruction error (pixel-wise root-mean-square) for each sample and plot them for a different number of principal components.
Python ★ 0 3y agoExplain →
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