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My notes mainly about my career interests (ML, AI, statistics, math, algorithms, web technologies...) and general self-improvement.

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.github/workflows
.github/workflows
 
 
imgs
imgs
 
 
rewrite
rewrite
 
 
sources
sources
 
 
adam.md
adam.md
 
 
attention_in_rnn.md
attention_in_rnn.md
 
 
autoencoder.md
autoencoder.md
 
 
aws_analytics_and_monitoring.md
aws_analytics_and_monitoring.md
 
 
aws_computing.md
aws_computing.md
 
 
aws_infrastructure.md
aws_infrastructure.md
 
 
aws_networking.md
aws_networking.md
 
 
aws_pricing.md
aws_pricing.md
 
 
aws_provision_resources.md
aws_provision_resources.md
 
 
aws_security.md
aws_security.md
 
 
aws_simple_storage_service.md
aws_simple_storage_service.md
 
 
aws_storage.md
aws_storage.md
 
 
batch_normalization.md
batch_normalization.md
 
 
beachvolleyball_attack.md
beachvolleyball_attack.md
 
 
beginners_guide_to_tts.md
beginners_guide_to_tts.md
 
 
beginners_guite_to_asr.md
beginners_guite_to_asr.md
 
 
bigbird.md
bigbird.md
 
 
cca.md
cca.md
 
 
cepstogram.md
cepstogram.md
 
 
change_of_variables.md
change_of_variables.md
 
 
change_of_variables_diff.md
change_of_variables_diff.md
 
 
change_of_variables_int.md
change_of_variables_int.md
 
 
change_of_variables_pdf.md
change_of_variables_pdf.md
 
 
cheesy_onion_tart.md
cheesy_onion_tart.md
 
 
contrastive_loss.md
contrastive_loss.md
 
 
convolution.md
convolution.md
 
 
crepes.md
crepes.md
 
 
cross_entropy.md
cross_entropy.md
 
 
ctc.md
ctc.md
 
 
deberta.md
deberta.md
 
 
debugging_cuda_memory_leaks_in_pytorch.md
debugging_cuda_memory_leaks_in_pytorch.md
 
 
decoder_only_transformer.md
decoder_only_transformer.md
 
 
determinant.md
determinant.md
 
 
diffusion_model.md
diffusion_model.md
 
 
discrete_cosine_transform.md
discrete_cosine_transform.md
 
 
discrete_fourier_transform.md
discrete_fourier_transform.md
 
 
distributed_training.md
distributed_training.md
 
 
docker.md
docker.md
 
 
efficientspeech.md
efficientspeech.md
 
 
encoder_only_transformer.md
encoder_only_transformer.md
 
 
entropy.md
entropy.md
 
 
eulers_formula.md
eulers_formula.md
 
 
fastpitch.md
fastpitch.md
 
 
fastspeech.md
fastspeech.md
 
 
fastspeech2.md
fastspeech2.md
 
 
fft.md
fft.md
 
 
field.md
field.md
 
 
flash_attention.md
flash_attention.md
 
 
flow_networks.md
flow_networks.md
 
 
focus.md
focus.md
 
 
gelu.md
gelu.md
 
 
generalized_eigenvalue_problem.md
generalized_eigenvalue_problem.md
 
 
generative_adversial_networks.md
generative_adversial_networks.md
 
 
git_bisect.md
git_bisect.md
 
 
git_internals.md
git_internals.md
 
 
git_re_cmds.md
git_re_cmds.md
 
 
git_submodules.md
git_submodules.md
 
 
git_three_trees.md
git_three_trees.md
 
 
git_worktrees.md
git_worktrees.md
 
 
github_actions.md
github_actions.md
 
 
github_pages.md
github_pages.md
 
 
glow.md
glow.md
 
 
gradient_checkpointing.md
gradient_checkpointing.md
 
 
guide_to_training_nn.md
guide_to_training_nn.md
 
 
hf_datasets.md
hf_datasets.md
 
 
hidden_markov_model.md
hidden_markov_model.md
 
 
hifigan.md
hifigan.md
 
 
hubert.md
hubert.md
 
 
infoxlm.md
infoxlm.md
 
 
kullback_leibler_divergence.md
kullback_leibler_divergence.md
 
 
lagrange_multipliers.md
lagrange_multipliers.md
 
 
lamb_optimizer.md
lamb_optimizer.md
 
 
layer_normalization.md
layer_normalization.md
 
 
layoutlm.md
layoutlm.md
 
 
layoutlm_v1.md
layoutlm_v1.md
 
 
layoutlm_v2.md
layoutlm_v2.md
 
 
layoutlm_v3.md
layoutlm_v3.md
 
 
layoutxlm.md
layoutxlm.md
 
 
llama2.md
llama2.md
 
 
long_lora.md
long_lora.md
 
 
longformer.md
longformer.md
 
 
matrix_as_projection.md
matrix_as_projection.md
 
 
matrix_norms.md
matrix_norms.md
 
 
metric_learning.md
metric_learning.md
 
 
mixed_precision.md
mixed_precision.md
 
 
n_pair_loss.md
n_pair_loss.md
 
 
ordinal_regression.md
ordinal_regression.md
 
 
outliers.md
outliers.md
 
 
paprika_chicken.md
paprika_chicken.md
 
 
parts_of_sailing_yacht.md
parts_of_sailing_yacht.md
 
 
pca.md
pca.md
 
 
performer.md
performer.md
 
 
pitta_dough.md
pitta_dough.md
 
 
pizza_dough.md
pizza_dough.md
 
 
pizza_margherita.md
pizza_margherita.md
 
 
primitive_root_of_one.md
primitive_root_of_one.md
 
 

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My notes mainly about my career interests (ML, AI, statistics, math, algorithms, web technologies...) and general self-improvement.

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