• Stars
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    66
  • Rank 466,465 (Top 10 %)
  • Language
    Python
  • Created over 3 years ago
  • Updated over 3 years ago

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Repository Details

ML From Scratch

More Repositories

1

Image-Captioning

Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers
Jupyter Notebook
40
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2

Neural-Networks-in-Pytorch

Logistic Regression, ANN, CNN and RNN implemented using Pytorch
Jupyter Notebook
14
star
3

Drone-Image-Semantic-Segmentation

Aerial Drone Image Semantic Segmentation using U-Net with MobileNetV2 as the backbone architecture in Pytorch
Jupyter Notebook
12
star
4

Multi-Label-Segmentation-With-FastAI

Multi Label Segmentation using U-NET with FastAI Implementation
Jupyter Notebook
9
star
5

ML-Algorithms-for-Breast-Cancer-Prediction

Application of several machine learning techniques to classify whether the tumor mass is benign or malignant in women residing in the state of Wisconsin, USA.
Jupyter Notebook
8
star
6

Lung-Segmentation-With-Keras

Lung Segmentation using U-NET Architecture
Jupyter Notebook
8
star
7

Capsule-Networks

Pytorch Implementation of Capsule Networks
Python
7
star
8

SETI-Breakthrough-Listen

Solution to the SETI Breakthrough Listen Competition hosted on Kaggle
Python
7
star
9

Seq2seq-Machine-Translation-with-Attention

Sequence2Sequence Machine Translation of Russian to English sentence pairs with Attention Mechanism in Pytorch.
Python
6
star
10

Brain-Tumor-Classification-with-ConvNets

A CNN model that will classify if subject has a tumor or not base on MRI scan.
Jupyter Notebook
6
star
11

Image-Classifiers

Pytorch Implementation of Image Classifiers (MobileNet, ResNet, Xception)
Jupyter Notebook
5
star
12

Categorical-Feature-Encoding

Categorical Feature Encoding using Logistic Regression
Jupyter Notebook
5
star
13

Transformers

Pytorch Implementation of Transformers
Python
4
star
14

Reddit-RoastMe-Captioning

A Reddit RoastMe Image Captioning System using Transformers
Jupyter Notebook
4
star
15

DCGAN

Pytorch implementation of official DCGAN.
Python
4
star
16

MusicGen

Music Generation using LSTM networks
Python
3
star
17

Instance-Segmentation-using-Mask-R-CNN

Mask R-CNN Instance Segmentation
Jupyter Notebook
3
star
18

CartPoleAI

Deep-Q learning model for OpenAi cartpole simulator
Python
1
star
19

LaneDetection

Detect lanes using computer vision.
Python
1
star
20

Hyperparameter-Optimization-Techniques

Implementation of the best Hyperparameter Optimization Techniques on a Mobile Price Classification Dataset
Python
1
star