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Md. Ismiel Hossen Abir IsmielAbir

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IsmielAbir / chest-x-ray-images.ipynb
Created June 5, 2024 20:35
Chest X-Ray Images Classification Using CNN and Transfer Models
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IsmielAbir / multiclass.ipynb
Created January 3, 2024 12:29
Multiclass prediction using machine learning
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IsmielAbir / rain.ipynb
Created December 25, 2023 08:26
Rain Prediction using Logistic Regression
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IsmielAbir / lesser_mouse_deer_classification.ipynb
Created December 22, 2023 06:43
Binary classification between lesser mouse deer and rabbit
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IsmielAbir / Insurance.ipynb
Last active December 8, 2023 14:24
Insurance Datasets using ML
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IsmielAbir / poem_generate.py
Last active November 30, 2023 19:08
Jibananda Das poem generation using LSTM recurrent neural network
import tensorflow as tf
from tensorflow.keras import layers
import numpy as np
import random
text = open('Dataset.txt').read()[:500000]
chars = list(set(text))
data_size, vocab_size = len(text), len(chars)
char_indices = { ch:i for i,ch in enumerate(chars) }