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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
 
 
beachvolleyball_attack.md
beachvolleyball_attack.md
 
 
beginners_guite_to_asr.md
beginners_guite_to_asr.md
 
 
bigbird.md
bigbird.md
 
 
cca.md
cca.md
 
 
cepstogram.md
cepstogram.md
 
 
contrastive_loss.md
contrastive_loss.md
 
 
crepes.md
crepes.md
 
 
ctc.md
ctc.md
 
 
deberta.md
deberta.md
 
 
debugging_cuda_memory_leaks_in_pytorch.md
debugging_cuda_memory_leaks_in_pytorch.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
 
 
eulers_formula.md
eulers_formula.md
 
 
fft.md
fft.md
 
 
field.md
field.md
 
 
flash_attention.md
flash_attention.md
 
 
focus.md
focus.md
 
 
generalized_eigenvalue_problem.md
generalized_eigenvalue_problem.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
 
 
gradient_checkpointing.md
gradient_checkpointing.md
 
 
guide_to_training_nn.md
guide_to_training_nn.md
 
 
hf_datasets.md
hf_datasets.md
 
 
hubert.md
hubert.md
 
 
infoxlm.md
infoxlm.md
 
 
lagrange_multipliers.md
lagrange_multipliers.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_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
 
 
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
 
 
project_outcomes.md
project_outcomes.md
 
 
project_stages.md
project_stages.md
 
 
proximal_policy_optimization.md
proximal_policy_optimization.md
 
 
python_debugger.md
python_debugger.md
 
 
python_multiprocessing.md
python_multiprocessing.md
 
 
python_packages.md
python_packages.md
 
 
pytorch_lightning.md
pytorch_lightning.md
 
 
reformer.md
reformer.md
 
 
sound_spectral_decomposition_using_dft.md
sound_spectral_decomposition_using_dft.md
 
 
sparse_transformer.md
sparse_transformer.md
 
 
spectogram.md
spectogram.md
 
 
svd.md
svd.md
 
 
t5.md
t5.md
 
 
taylor_series.md
taylor_series.md
 
 
tokenization_gotchas.md
tokenization_gotchas.md
 
 
torch_buffers_and_parameters.md
torch_buffers_and_parameters.md
 
 
torch_dataloaders.md
torch_dataloaders.md
 
 
tortilla_dough.md
tortilla_dough.md
 
 
transformer.md
transformer.md
 
 
transformer_relative_position_embeddings_in_attention.md
transformer_relative_position_embeddings_in_attention.md
 
 
transformer_rotary_position_embeddings.md
transformer_rotary_position_embeddings.md
 
 
transformer_self_attention.md
transformer_self_attention.md
 
 
transformer_sparse_self_attention.md
transformer_sparse_self_attention.md
 
 
transformer_xl.md
transformer_xl.md
 
 
triplet_loss.md
triplet_loss.md
 
 
unsupervised_learning_theory.md
unsupervised_learning_theory.md
 
 
wav2vec.md
wav2vec.md
 
 
whisper.md
whisper.md
 
 
writing_notes.md
writing_notes.md
 
 
xlm_r.md
xlm_r.md
 
 
z_score.md
z_score.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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