diff --git a/chrombpnet.egg-info/PKG-INFO b/chrombpnet.egg-info/PKG-INFO
deleted file mode 100644
index 826a4896..00000000
--- a/chrombpnet.egg-info/PKG-INFO
+++ /dev/null
@@ -1,28 +0,0 @@
-Metadata-Version: 2.1
-Name: chrombpnet
-Version: 0.1.5
-Summary: chrombpnet predicts chromatin accessibility from sequence
-Download-URL: https://github.com/kundajelab/chrombpnet
-Author-email: anusri @ stanford.edu
-License: MIT
-Requires-Python: >=3.8
-License-File: LICENSE
-Requires-Dist: h5py>=2.10.0
-Requires-Dist: matplotlib>=3.3.1
-Requires-Dist: matplotlib-venn==0.11.6
-Requires-Dist: numpy==1.23.4
-Requires-Dist: pandas>=1.3.4
-Requires-Dist: pyfaidx==0.6.1
-Requires-Dist: scikit-learn>=1.1.2
-Requires-Dist: scipy>=1.4.1
-Requires-Dist: tensorflow==2.8.0
-Requires-Dist: tensorflow-estimator==2.8.0
-Requires-Dist: tensorflow-probability==0.15.0
-Requires-Dist: protobuf==3.20
-Requires-Dist: tqdm==4.48.2
-Requires-Dist: deepdish==0.3.7
-Requires-Dist: deeplift==0.6.13.0
-Requires-Dist: modisco==0.5.16.0
-Requires-Dist: modisco-lite==2.0.7
-Requires-Dist: weasyprint==52.5
-Requires-Dist: kundajelab-shap==1
diff --git a/chrombpnet.egg-info/SOURCES.txt b/chrombpnet.egg-info/SOURCES.txt
deleted file mode 100644
index 1dd39e28..00000000
--- a/chrombpnet.egg-info/SOURCES.txt
+++ /dev/null
@@ -1,89 +0,0 @@
-LICENSE
-MANIFEST.in
-README.md
-requirements.txt
-setup.py
-chrombpnet/CHROMBPNET.py
-chrombpnet/__init__.py
-chrombpnet/parsers.py
-chrombpnet/pipelines.py
-chrombpnet.egg-info/PKG-INFO
-chrombpnet.egg-info/SOURCES.txt
-chrombpnet.egg-info/dependency_links.txt
-chrombpnet.egg-info/entry_points.txt
-chrombpnet.egg-info/not-zip-safe
-chrombpnet.egg-info/requires.txt
-chrombpnet.egg-info/top_level.txt
-chrombpnet/data/ATAC.ref.motifs.txt
-chrombpnet/data/DNASE.ref.motifs.txt
-chrombpnet/data/__init__.py
-chrombpnet/data/motif_to_pwm.ATAC.tsv
-chrombpnet/data/motif_to_pwm.DNASE.tsv
-chrombpnet/data/motif_to_pwm.TF.tsv
-chrombpnet/data/motifs.meme.txt
-chrombpnet/evaluation/__init__.py
-chrombpnet/evaluation/interpret/__init__.py
-chrombpnet/evaluation/interpret/input_utils.py
-chrombpnet/evaluation/interpret/interpret.py
-chrombpnet/evaluation/interpret/shap_utils.py
-chrombpnet/evaluation/invivo_footprints/__init__.py
-chrombpnet/evaluation/invivo_footprints/run_tfmodisco.py
-chrombpnet/evaluation/invivo_footprints/tf_modiscohits.py
-chrombpnet/evaluation/make_bigwigs/__init__.py
-chrombpnet/evaluation/make_bigwigs/bigwig_helper.py
-chrombpnet/evaluation/make_bigwigs/importance_hdf5_to_bigwig.py
-chrombpnet/evaluation/make_bigwigs/predict_to_bigwig.py
-chrombpnet/evaluation/marginal_footprints/__init__.py
-chrombpnet/evaluation/marginal_footprints/marginal_footprinting.py
-chrombpnet/evaluation/modisco/__init__.py
-chrombpnet/evaluation/modisco/convert_html_to_pdf.py
-chrombpnet/evaluation/modisco/fetch_tomtom.py
-chrombpnet/evaluation/modisco/run_modisco.py
-chrombpnet/evaluation/modisco/visualize_motif_matches.py
-chrombpnet/evaluation/variant_effect_prediction/__init__.py
-chrombpnet/evaluation/variant_effect_prediction/snp_generator.py
-chrombpnet/evaluation/variant_effect_prediction/snp_scoring.py
-chrombpnet/evaluation/variant_effect_prediction/testing.py
-chrombpnet/helpers/__init__.py
-chrombpnet/helpers/generate_reports/__init__.py
-chrombpnet/helpers/generate_reports/make_html.py
-chrombpnet/helpers/generate_reports/make_html_bias.py
-chrombpnet/helpers/hyperparameters/__init__.py
-chrombpnet/helpers/hyperparameters/find_bias_hyperparams.py
-chrombpnet/helpers/hyperparameters/find_chrombpnet_hyperparams.py
-chrombpnet/helpers/hyperparameters/param_utils.py
-chrombpnet/helpers/make_chr_splits/__init__.py
-chrombpnet/helpers/make_chr_splits/splits.py
-chrombpnet/helpers/make_gc_matched_negatives/__init__.py
-chrombpnet/helpers/make_gc_matched_negatives/get_gc_content.py
-chrombpnet/helpers/make_gc_matched_negatives/get_gc_matched_negatives.py
-chrombpnet/helpers/make_gc_matched_negatives/get_genomewide_gc_buckets/__init__.py
-chrombpnet/helpers/make_gc_matched_negatives/get_genomewide_gc_buckets/get_genomewide_gc_bins.py
-chrombpnet/helpers/preprocessing/__init__.py
-chrombpnet/helpers/preprocessing/auto_shift_detect.py
-chrombpnet/helpers/preprocessing/reads_to_bigwig.py
-chrombpnet/helpers/preprocessing/analysis/__init__.py
-chrombpnet/helpers/preprocessing/analysis/build_pwm_from_bigwig.py
-chrombpnet/training/__init__.py
-chrombpnet/training/metrics.py
-chrombpnet/training/predict.py
-chrombpnet/training/train.py
-chrombpnet/training/data_generators/__init__.py
-chrombpnet/training/data_generators/batchgen_generator.py
-chrombpnet/training/data_generators/initializers.py
-chrombpnet/training/models/__init__.py
-chrombpnet/training/models/bpnet_model.py
-chrombpnet/training/models/chrombpnet_with_bias_model.py
-chrombpnet/training/utils/__init__.py
-chrombpnet/training/utils/argmanager.py
-chrombpnet/training/utils/augment.py
-chrombpnet/training/utils/callbacks.py
-chrombpnet/training/utils/data_utils.py
-chrombpnet/training/utils/losses.py
-chrombpnet/training/utils/metrics_utils.py
-chrombpnet/training/utils/one_hot.py
-tests/full_workflow.sh
-tests/genomewide_gc_bin_test.sh
-tests/test_pred_to_bigwig.sh
-workflows/train_bias_model.sh
-workflows/train_chrombpnet_model.sh
\ No newline at end of file
diff --git a/chrombpnet.egg-info/dependency_links.txt b/chrombpnet.egg-info/dependency_links.txt
deleted file mode 100644
index 8b137891..00000000
--- a/chrombpnet.egg-info/dependency_links.txt
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/chrombpnet.egg-info/entry_points.txt b/chrombpnet.egg-info/entry_points.txt
deleted file mode 100644
index 26ec6379..00000000
--- a/chrombpnet.egg-info/entry_points.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-[console_scripts]
-chrombpnet = chrombpnet.CHROMBPNET:main
-print_meme_motif_file = chrombpnet.data.__init__:print_meme_motif_file
diff --git a/chrombpnet.egg-info/not-zip-safe b/chrombpnet.egg-info/not-zip-safe
deleted file mode 100644
index 8b137891..00000000
--- a/chrombpnet.egg-info/not-zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/chrombpnet.egg-info/requires.txt b/chrombpnet.egg-info/requires.txt
deleted file mode 100644
index 2656630a..00000000
--- a/chrombpnet.egg-info/requires.txt
+++ /dev/null
@@ -1,19 +0,0 @@
-h5py>=2.10.0
-matplotlib>=3.3.1
-matplotlib-venn==0.11.6
-numpy==1.23.4
-pandas>=1.3.4
-pyfaidx==0.6.1
-scikit-learn>=1.1.2
-scipy>=1.4.1
-tensorflow==2.8.0
-tensorflow-estimator==2.8.0
-tensorflow-probability==0.15.0
-protobuf==3.20
-tqdm==4.48.2
-deepdish==0.3.7
-deeplift==0.6.13.0
-modisco==0.5.16.0
-modisco-lite==2.0.7
-weasyprint==52.5
-kundajelab-shap==1
diff --git a/chrombpnet.egg-info/top_level.txt b/chrombpnet.egg-info/top_level.txt
deleted file mode 100644
index a55b8bb4..00000000
--- a/chrombpnet.egg-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-chrombpnet
diff --git a/chrombpnet/evaluation/hit_caller/README.save b/chrombpnet/evaluation/hit_caller/README.save
deleted file mode 100644
index 336bc7b9..00000000
--- a/chrombpnet/evaluation/hit_caller/README.save
+++ /dev/null
@@ -1,8 +0,0 @@
-
-
-
-
-
-
-c
-
diff --git a/chrombpnet/evaluation/temp.txt b/chrombpnet/evaluation/temp.txt
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index a9d3f6f7..00000000
--- a/chrombpnet/evaluation/temp.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-a	b	c
-d	e	f
diff --git a/dist/chrombpnet-0.1.5-py3-none-any.whl b/dist/chrombpnet-0.1.5-py3-none-any.whl
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index 74222cad..00000000
Binary files a/dist/chrombpnet-0.1.5-py3-none-any.whl and /dev/null differ
diff --git a/dist/chrombpnet-0.1.5.tar.gz b/dist/chrombpnet-0.1.5.tar.gz
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diff --git a/test_bb.bed b/test_bb.bed
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--- a/test_bb.bed
+++ /dev/null
@@ -1,2 +0,0 @@
-chr15	82849368	82850431	Peak_144929	497	.	2.47806	49.77871	47.75513	944
-chr21	29953189	29953384	Peak_193060	293	.	3.56959	29.30855	27.40983	92