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May 30, 2019 - Jupyter Notebook
one-hot-encoding
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The aim of this project is to classify the faces. Olivetti Faces dataset has been used. In this dataset there are ten different images of each of 40 distinct subjects. For some subjects, the images were taken at different times, varying the lighting, facial expressions (open / closed eyes, smiling / not smiling) and facial details (glasses / no …
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Nov 26, 2019 - Jupyter Notebook
The aim of this project is to classify the faces. Olivetti Faces dataset has been used. In this dataset there are ten different images of each of 40 distinct subjects. For some subjects, the images were taken at different times, varying the lighting, facial expressions (open / closed eyes, smiling / not smiling) and facial details (glasses / no …
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Nov 26, 2019 - Jupyter Notebook
A web application that generates an image for corresponding textual description. The user is required to enter a text description of a scene. The application will then generate an image that best corresponds to this description. The application uses Generative Adversarial Networks (GANs) trained on a large dataset of images consisting of multipl…
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Dec 27, 2019 - CSS
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Jan 20, 2020 - Jupyter Notebook
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Jan 21, 2020 - Jupyter Notebook
Recognize underfitting and overfitting, implement bagging and boosting, and build a stacked ensemble model using a number of classifiers.
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Mar 11, 2020 - Jupyter Notebook
Understand the learning process of RNNs and discover the LSTM network architecture. Solve problems and perform Natural Language Processing using sequences of data
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Mar 24, 2020 - Jupyter Notebook
Classification - Term Deposit Opening Decision
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Apr 5, 2020 - Jupyter Notebook
Predict the IMDB score of a new movie
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Apr 5, 2020 - Jupyter Notebook
Case-based Reasoning (CBR) System
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Apr 8, 2020 - Jupyter Notebook
Feature engineering is the process of transforming raw data into features. Here are some basic ideas about feature engineering.
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May 1, 2020 - Jupyter Notebook
Data visualization and one hot encoding of Kaggle dataset. Model trained with random forest classifier
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May 8, 2020 - Jupyter Notebook
Keras implementation of multi-label classification of movie genres from IMDB posters
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May 14, 2020 - Jupyter Notebook
Korean OCR Model Design(한글 OCR 모델 설계)
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Aug 12, 2020 - Python
Character Level Text Generation with RNN, LSTM and GRU. Implemented using PyTorch and trained with Marvel Cinematic Universe(MCU) Dialogue Corpus.
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Aug 23, 2020 - Jupyter Notebook
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Sep 30, 2020 - Jupyter Notebook
Exploratory Data Analysis Part-2
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Nov 11, 2020 - Jupyter Notebook
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Nov 15, 2020 - Python
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