Prateek Joshi Artificial Intelligence with Python 2017 | C834706BD03FA81B3F1334D7F5E6E18BFA3A13F4

Prateek Joshi Artificial Intelligence with Python 2017

Name	Prateek Joshi - Artificial Intelligence with Python - 2017	DOWNLOAD Copy Link
Total Size	128.5 MB
Total Files	253
Hash	C834706BD03FA81B3F1334D7F5E6E18BFA3A13F4

/Code/Chapter 10/code/
bag_of_words.py	1.3 KB
category_predictor.py	1.8 KB
data.txt	1.0 KB
gender_identifier.py	1.6 KB
lemmatizer.py	0.7 KB
sentiment_analyzer.py	2.5 KB
stemmer.py	0.9 KB
text_chunker.py	0.9 KB
tokenizer.py	0.5 KB
topic_modeler.py	2.1 KB
/Code/Chapter 11/code/
crf.py	2.4 KB
data_1D.txt	31.6 KB
data_2D.txt	26.4 KB
hmm.py	0.9 KB
operator.py	0.8 KB
slicer.py	0.5 KB
stats_extractor.py	1.0 KB
stock_market.py	1.6 KB
timeseries.py	1.4 KB
/Code/Chapter 12/code/data/apple/
apple01.wav	5.4 KB
apple02.wav	6.5 KB
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apple15.wav	6.9 KB
/Code/Chapter 12/code/data/banana/
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/Code/Chapter 12/code/data/kiwi/
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kiwi15.wav	7.3 KB
/Code/Chapter 12/code/data/lime/
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lime15.wav	6.7 KB
/Code/Chapter 12/code/data/orange/
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orange15.wav	13.0 KB
/Code/Chapter 12/code/data/peach/
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peach14.wav	10.3 KB
peach15.wav	11.9 KB
/Code/Chapter 12/code/data/pineapple/
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pineapple02.wav	9.1 KB
pineapple03.wav	9.3 KB
pineapple04.wav	9.7 KB
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pineapple15.wav	9.1 KB
/Code/Chapter 12/code/data/
.DS_Store	6.1 KB
/Code/Chapter 12/code/features/
.DS_Store	6.1 KB
__init__.py	0.0 KB
base.py	9.5 KB
sigproc.py	5.1 KB
/Code/Chapter 12/code/
audio_generator.py	1.2 KB
audio_plotter.py	0.7 KB
feature_extractor.py	1.0 KB
frequency_transformer.py	1.1 KB
random_sound.wav	264.6 KB
speech_recognizer.py	4.6 KB
spoken_word.wav	6.5 KB
synthesizer.py	2.1 KB
tone_mapping.json	0.2 KB
/.../haar_cascade_files/
.DS_Store	6.1 KB
haarcascade_eye.xml	506.3 KB
haarcascade_frontalface_default.xml	1.3 MB
haarcascade_mcs_nose.xml	1.6 MB
/Code/Chapter 13/code/
background_subtraction.py	1.8 KB
camshift.py	5.7 KB
colorspaces.py	1.6 KB
eye_detector.py	2.0 KB
face_detector.py	1.3 KB
frame_diff.py	1.8 KB
optical_flow.py	4.4 KB
/Code/Chapter 14/code/
character_visualizer.py	0.8 KB
data_perceptron.txt	0.1 KB
data_simple_nn.txt	0.2 KB
data_vector_quantization.txt	0.3 KB
letter.data	14.6 MB
multilayer_neural_network.py	1.4 KB
ocr.py	2.2 KB
perceptron_classifier.py	1.1 KB
recurrent_neural_network.py	2.1 KB
simple_neural_network.py	1.2 KB
vector_quantizer.py	1.6 KB
/Code/Chapter 15/code/
balancer.py	1.4 KB
run_environment.py	0.9 KB
/Code/Chapter 16/code/
cnn.py	4.1 KB
linear_regession.py	1.7 KB
single_layer.py	2.0 KB
/Code/Chapter 2/code/
confusion_matrix.py	0.8 KB
data_multivar_nb.txt	4.8 KB
data_multivar_regr.txt	14.4 KB
data_preprocessor.py	1.1 KB
data_singlevar_regr.txt	0.6 KB
house_prices.py	1.2 KB
income_classifier.py	2.6 KB
income_data.txt	4.0 MB
label_encoder.py	0.8 KB
logistic_regression.py	0.7 KB
naive_bayes.py	2.2 KB
regressor_multivar.py	1.7 KB
regressor_singlevar.py	1.8 KB
utilities.py	1.4 KB
/Code/Chapter 3/code/
class_imbalance.py	2.0 KB
data_decision_trees.txt	4.3 KB
data_imbalance.txt	17.7 KB
data_random_forests.txt	10.6 KB
decision_trees.py	1.7 KB
feature_importance.py	1.8 KB
grid_search.py	1.6 KB
random_forests.py	3.4 KB
run_grid_search.py	1.6 KB
traffic_data.txt	526.9 KB
traffic_prediction.py	2.0 KB
utilities.py	1.4 KB
/Code/Chapter 4/code/
clustering_quality.py	1.3 KB
company_symbol_mapping.json	1.4 KB
data_clustering.txt	3.4 KB
data_quality.txt	4.1 KB
gmm_classifier.py	2.9 KB
kmeans.py	2.0 KB
market_segmentation.py	1.7 KB
mean_shift.py	1.3 KB
sales.csv	14.9 KB
stocks.py	1.6 KB
/Code/Chapter 5/code/
collaborative_filtering.py	1.4 KB
compute_scores.py	3.4 KB
data.txt	3.5 KB
k_nearest_neighbors.py	1.2 KB
movie_recommender.py	2.0 KB
nearest_neighbors_classifier.py	2.7 KB
pipeline_trainer.py	1.3 KB
ratings.json	1.2 KB
/Code/Chapter 6/code/
adjacent_states.txt	2.6 KB
coastal_states.txt	0.2 KB
expression_matcher.py	0.9 KB
family.py	2.5 KB
prime.py	0.7 KB
puzzle.py	1.4 KB
relationships.json	0.8 KB
states.py	1.7 KB
/Code/Chapter 7/code/
coloring.py	1.7 KB
constrained_problem.py	2.2 KB
greedy_search.py	2.0 KB
maze.py	3.2 KB
puzzle.py	2.9 KB
simpleai.zip	96.0 KB
/Code/Chapter 8/code/
bit_counter.py	4.1 KB
robot.py	5.5 KB
symbol_regression.py	2.9 KB
target_map.txt	1.1 KB
visualization.py	3.6 KB
/Code/Chapter 9/code/easyAI/AI/
.DS_Store	6.1 KB
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DUAL.py	2.4 KB
Hashes.py	4.5 KB
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MTdriver.py	3.5 KB
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solving.py	5.3 KB
SSS.py	2.4 KB
TT.py	2.4 KB
/Code/Chapter 9/code/easyAI/
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Player.py	2.0 KB
TwoPlayersGame.py	3.6 KB
/Code/Chapter 9/code/
coins.py	1.6 KB
connect_four.py	2.6 KB
hexapawn.py	3.0 KB
tic_tac_toe.py	1.6 KB
/Code/
Artificial_Intelligence_with_Python_SoftwareHardware list.pdf	40.1 KB
Readme.txt.txt	0.5 KB
/
Cover.jpg	93.0 KB
Prateek Joshi - Artificial Intelligence with Python - 2017.epub	52.7 MB
Prateek Joshi - Artificial Intelligence with Python - 2017.mobi	17.8 MB
Prateek Joshi - Artificial Intelligence with Python - 2017.pdf	33.8 MB
Total files 253